<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[Neurotech Pulse: On the Radar ]]></title><description><![CDATA[One development, examined in depth — tracing the science, the strategy, and the ripple effects.]]></description><link>https://neurotechpulse.substack.com/s/on-the-radar</link><image><url>https://substackcdn.com/image/fetch/$s_!GG38!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb4ecfd81-27d3-405a-836e-5f0364ec9a68_1280x1280.png</url><title>Neurotech Pulse: On the Radar </title><link>https://neurotechpulse.substack.com/s/on-the-radar</link></image><generator>Substack</generator><lastBuildDate>Wed, 26 Aug 2026 18:04:55 GMT</lastBuildDate><atom:link href="https://neurotechpulse.substack.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Anthriq]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[neurotech.pulse@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[neurotech.pulse@substack.com]]></itunes:email><itunes:name><![CDATA[Pulse Writer]]></itunes:name></itunes:owner><itunes:author><![CDATA[Pulse Writer]]></itunes:author><googleplay:owner><![CDATA[neurotech.pulse@substack.com]]></googleplay:owner><googleplay:email><![CDATA[neurotech.pulse@substack.com]]></googleplay:email><googleplay:author><![CDATA[Pulse Writer]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[The Neural Habit Hijack: How Neurotech Is Rewiring Addiction and Behavioral Patterns- Issue #26]]></title><description><![CDATA[Community Edition]]></description><link>https://neurotechpulse.substack.com/p/the-neural-habit-hijack-how-neurotech</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/the-neural-habit-hijack-how-neurotech</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Sun, 17 Aug 2025 15:01:26 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/58988c69-aca3-41dd-8bb3-9f892fad54da_1242x696.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em>"The brain is not designed to multitask. When people think they're multitasking, they're actually just switching from one task to another very rapidly. And every time they do, there's a cognitive cost."</em> &#8211; Earl Miller</p><p>You know that moment when your hand reaches for your phone before your mind even realizes it? That's not a failure of willpower; that's faulty neural wiring executing perfectly. Our habits, destructive or beneficial, are deeply embedded circuits in the brain's architecture. And now, neurotechnology is learning to read, rewrite, and even reroute those patterns with unprecedented precision.</p><p>Welcome to the new frontier of addiction treatment: where brain science meets wearable technology, and where cravings may be conquered not through willpower alone, but by carefully calibrated electrical interventions targeting the very neural circuits that drive compulsive behavior.</p><h2>From Habit Loops to Neural Hijacking</h2><p><em>"Habits are simply a series of automatic solutions that solve the stresses and boredom of daily life."</em> &#8211; James Clear</p><p>Every habit you possess, morning coffee ritual, evening social media scroll, that 3 p.m. sugar craving originates as a neurochemical feedback loop. The environmental cue triggers a neurological craving, the behavioral routine satisfies it, and the dopaminergic reward locks the pattern into long-term memory.</p><p>In addiction, this natural learning mechanism becomes a neural hijacking operation. The brain's reward pathway, particularly the mesolimbic dopamine system connecting the ventral tegmental area to the nucleus accumbens, gets rewired to overvalue the addictive substance or behavior while systematically devaluing alternative rewards (Volkow et al., 2016).</p><p>The prefrontal cortex, responsible for executive control and decision-making, simultaneously weakens its inhibitory influence over the limbic reward system. This creates a neurobiological perfect storm: hyperactive craving circuits combined with suppressed control networks.</p><p>Breaking this cycle through traditional approaches, behavioral therapy, pharmacological intervention, or sheer determination has shown limited long-term success. But what if we could intervene directly at the circuit level, targeting the specific neural patterns that generate compulsive behavior?</p><h2>The Neurotech Arsenal: Precision Neural Intervention</h2><p>Recent breakthroughs in non-invasive brain stimulation and real-time neurofeedback are transforming theoretical possibilities into clinical realities:</p><p><strong>Transcranial Magnetic Stimulation (TMS): </strong>High-frequency magnetic pulses target the dorsolateral prefrontal cortex, enhancing cognitive control while simultaneously modulating connected limbic structures. Clinical trials demonstrate measurable reductions in craving intensity across multiple addiction types (Hanlon et al., 2017).</p><p><strong>Transcranial Direct Current Stimulation (tDCS):</strong> Low-intensity electrical currents (1-2 mA) applied to specific cortical regions can enhance or suppress neural activity for hours after stimulation. Studies show that anodal stimulation of the right dorsolateral prefrontal cortex significantly reduces relapse rates in substance users (Boggio et al., 2008). The 2023 meta-analysis found that tDCS also produced medium effect sizes for drug use and craving, though they were highly variable and less robust than rTMS; right anodal DLPFC stimulation appeared to be most efficacious (Mehta et al., 2023).</p><p><strong>Closed-Loop Neurofeedback Systems: </strong>Advanced EEG-based devices monitor real-time neural signatures associated with craving states and provide immediate feedback through visual, auditory, or haptic channels, enabling users to consciously modulate their brain activity patterns. Based on published clinical studies and employing efficacy criteria adapted by the Association for Applied Psychophysiology and Biofeedback and the International Society for Neurofeedback and Research, alpha theta training shows particular promise (Sokhadze et al., 2008).</p><h3>Clinical Evidence: Neuromodulation in Addiction</h3><p>While traditional treatments often struggle with long-term relapse, neuromodulation has shown promising results. A 2023 systematic review of 94 studies (4,306 participants) found that repetitive transcranial magnetic stimulation (rTMS) produced medium to large reductions in both substance use and craving. Effects were strongest when multi-session protocols were applied and when the left dorsolateral prefrontal cortex (DLPFC), a key region for executive control, was targeted (Mehta et al., 2023).</p><p>This growing body of evidence suggests that circuit-level interventions could become a powerful complement to behavioral and pharmacological therapies in treating addiction.</p><h2>The Neural Mechanics: Debugging Brain Code</h2><p>Addiction fundamentally represents dysregulated neural network dynamics. The condition strengthens dopaminergic reward circuits while weakening prefrontal executive control networks, creating a neurobiological imbalance that manifests as compulsive behavior.</p><p>Neurotech interventions operate on both sides of this equation:</p><p><strong>Downregulating Hyperactive Reward Circuits:</strong> Targeted inhibitory stimulation of the nucleus accumbens and associated structures reduces the salience of addiction-related cues, effectively "turning down the volume" on craving signals.</p><p><strong>Enhancing Executive Control Networks:</strong> Excitatory stimulation of the dorsolateral prefrontal cortex strengthens cognitive control capabilities, making resistance to impulses feel less effortful and more automatic.</p><p>Consider this computational analogy: addiction creates buggy neural code where certain subroutines (craving responses) consume excessive processing power while critical functions (impulse control) operate with insufficient resources. Neurotech interventions function like targeted software patches, rebalancing computational load across neural networks.</p><h2>The Technical Implementation: From Lab to Life</h2><p>Current neurotech applications fall into three categories:</p><p><strong>Clinical-Grade Systems:</strong> Hospital-based TMS and deep brain stimulation procedures requiring medical supervision but offering the most precise neural targeting. Deep TMS systems using H-coil technology have received FDA clearance for smoking cessation, marking the first regulatory approval for neuromodulation in addiction treatment (Zangen et al., 2021).</p><p><strong>Consumer Neurofeedback Devices:</strong> Wearable EEG systems like Muse, Emotiv, and emerging startups providing real-time brain state monitoring and biofeedback training. Clinical studies show that automated EEG biofeedback systems can effectively address attention deficits prevalent among individuals with substance use disorders, which may interfere with recovery (Sokhadze et al., 2008).</p><p><strong>Hybrid Therapeutic Platforms:</strong> Integration of neurostimulation with AI-powered behavioral coaching, creating personalized intervention protocols adapted to individual neural signatures. Research indicates that combining Matrix Model psychotherapy with tDCS may improve both cognition and craving in methamphetamine use disorder patients.</p><p>The most promising developments involve closed-loop systems that detect craving-related neural patterns and automatically deliver countermeasures. Imagine a wearable device that senses the onset of addictive urges and immediately applies targeted neuromodulation to interrupt the craving cascade.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!9h5q!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!9h5q!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png 424w, https://substackcdn.com/image/fetch/$s_!9h5q!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png 848w, https://substackcdn.com/image/fetch/$s_!9h5q!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png 1272w, https://substackcdn.com/image/fetch/$s_!9h5q!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!9h5q!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png" width="1500" height="905" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:905,&quot;width&quot;:1500,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:1023551,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!9h5q!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png 424w, https://substackcdn.com/image/fetch/$s_!9h5q!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png 848w, https://substackcdn.com/image/fetch/$s_!9h5q!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png 1272w, https://substackcdn.com/image/fetch/$s_!9h5q!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F679deb60-491d-4d25-9c48-c9d2cd13294b_1500x905.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Schematic of a closed-loop neurofeedback system showing real-time neural monitoring, pattern recognition, and targeted intervention</figcaption></figure></div><p>This system diagram depicts a real-time neurofeedback platform for addiction treatment. EEG sensors continuously monitor brain activity, feeding raw signals to AI algorithms that detect craving-related neural patterns within 100ms. Upon detection, the system triggers immediate interventions through three modalities: visual feedback (color/progress indicators), audio feedback (tone modulation/binaural beats), and direct neuromodulation (tDCS stimulation). The closed-loop design enables continuous adaptation, with intervention effects feeding back to influence subsequent brain states and treatment responses.</p><h2>The Ethical Framework: Questions We Must Address</h2><p>As neurotechnology gains the ability to directly modify behavior patterns, several critical questions emerge:</p><p><strong>Identity and Autonomy:</strong> If a device can alter your cravings, is it changing your authentic self? Does neural enhancement represent self-improvement or self-replacement?</p><p><strong>Access and Equity:</strong> Will effective neurotech treatments create new forms of cognitive inequality, where only the wealthy can afford neural optimization?</p><p><strong>Dependency Transfer:</strong> Could individuals become psychologically dependent on neurotech devices instead of developing natural coping mechanisms?</p><p><strong>Consent and Coercion:</strong> In legal or therapeutic contexts, when does neural intervention become involuntary behavioral modification?</p><p>Leading neuroethicists propose a framework emphasizing informed consent, gradual implementation paired with traditional therapy, and ensuring that neurotech enhances rather than replaces human agency.</p><h2>Pipeline Preview: The Next Five Years</h2><p><em>"The best way to predict the future is to invent it."</em> &#8211; Alan Kay</p><p>Expect rapid development across multiple fronts:</p><p><strong>Consumer Integration:</strong> Neurofeedback capabilities built into mainstream wearables (smartwatches, fitness trackers), providing continuous craving monitoring and intervention.</p><p><strong>Personalized Neural Signatures:</strong> AI-driven analysis of individual brain patterns to create customized stimulation protocols optimized for each person's unique neural architecture. Recent findings suggest that MRI-neuronavigation-guided stimulation may achieve greater precision, as studies in depression have demonstrated that clinical outcomes improve significantly when patients are stimulated closer to fMRI-personalized targets (Mehta et al., 2023).</p><p><strong>Predictive Intervention Systems:</strong> Machine learning algorithms that detect pre-craving neural states and implement preventive neuromodulation before conscious urges emerge. The International Network of Transcranial Stimulation/TMS Trials for Addiction Medicine (INTAM), a collaborative network of over 80 investigators worldwide, is establishing guidelines for best practices in this emerging field.</p><p><strong>Combination Therapies:</strong> Integrated platforms merging neurotech with digital therapeutics, creating comprehensive treatment ecosystems addressing both neural and behavioral aspects of addiction. Evidence suggests accelerated treatment paradigms may be promising, with some studies showing tolerability of three intermittent theta burst stimulation sessions per day for 10 days in cocaine use reduction (Mehta et al., 2023).</p><h2>Final Thought: The Programmable Brain</h2><p>We stand at an inflection point in human history, where the boundary between biological limitations and technological possibilities is dissolving. Addiction, long viewed through moral, psychological, or chemical lenses, is increasingly understood as a neural pattern disorder, and patterns can be reprogrammed.</p><p>The technology exists. The clinical evidence is mounting. The remaining challenges are implementation, accessibility, and ensuring that neural enhancement serves human flourishing rather than creating new forms of technological dependence.</p><p>In the battle between conscious intention and subconscious neural programming, we're finally giving consciousness some serious hardware support. The question isn't whether neurotech will transform addiction treatment; it's how quickly we can make these interventions safe, effective, and available to the millions who need them.</p><p>The age of purely willpower-based recovery is ending. The era of neurotechnology-assisted behavioral change has begun.</p><div><hr></div><h3><strong>&#128294; Researcher Spotlight &#128294;</strong></h3><p>We are excited to feature <strong><a href="https://www.linkedin.com/in/deepta-batra-581072222/">Deepta Batra</a> </strong>, a researcher passionate about the intersection of AI, computational biology, and precision medicine. With experience spanning computational neuroscience, systems biology, and multi-omics analysis, she focuses on applying machine learning to large-scale clinical datasets to decode disease mechanisms and uncover therapeutic targets.</p><p>Her work reflects a vision of turning complex health data into scalable, human-relevant models that can accelerate diagnostics, drug discovery, and personalized care. </p><div><hr></div><h3><strong>&#127775; </strong><em><strong>Neurotech Pulse Special Edition: Call for Contributions!</strong></em></h3><blockquote><p>Calling all researchers and writers! Want to showcase your work in our upcoming <em>Neurotech Insights</em> edition? Reach over 10,000+ neurotech enthusiasts by sharing your innovative research. Submit your details and work to saman.nawaz@nexstem.ai</p></blockquote><div class="pullquote"><p><em><strong>&#10084;&#65039; Join us on <a href="https://discord.gg/R7MzTQWPE7">Discord</a>.<br><br><br><br></strong>Thanks for reading Neurotech Pulse! Subscribe for free to receive new posts.</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://neurotechpulse.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://neurotechpulse.substack.com/subscribe?"><span>Subscribe now</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[Ultrasound, EMG, and £50M centers: Neurotech’s non-invasive future is taking shape– Issue #25]]></title><description><![CDATA[Welcome to Neurotech Pulse &#8211; Issue #25! In this edition, we explore the latest advancements shaping neurotechnology.]]></description><link>https://neurotechpulse.substack.com/p/meta-nudge-and-muse-signal-whats</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/meta-nudge-and-muse-signal-whats</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Thu, 31 Jul 2025 15:00:53 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/c3b8ad2b-b996-411e-9083-77e5845b63b5_750x375.avif" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><strong>Welcome to Neurotech Pulse &#8211; Issue #25!</strong> In this edition, we explore the latest advancements shaping neurotechnology.<br>From diamond-based brain stimulators and EMG-powered interfaces to a new &#163;50M neurotech center in the UK, the BCI race is gaining speed. Neuralink charts a path to 20,000 annual implants, while startups like Sanmai and Cumulus raise fresh capital for non-invasive brain tech. This issue&#8217;s Case Study Spotlight features <strong>Nudge</strong>, a $100M-funded startup developing a focused ultrasound wearable to target deep brain regions without surgery. We also cover emerging trends in memory encoding, EEG for at-home trials, and assistive tech like the MouthPad.</p><div><hr></div><h3><strong>&#9889;&#65039;Neurotech Newsflash</strong></h3><ul><li><p><strong>Neuralink Targets 20,000 Annual Implants by 2031, Aiming for $1B+ Revenue: </strong>Neuralink plans to scale brain chip surgeries through five clinics by 2031, launching three device lines, Telepathy, Blindsight, and Deep, with FDA approval projected by 2029. <a href="https://www.medicaldevice-network.com/news/neuralink-targets-1bn-revenue-by-2031/?cf-view">(Read more)</a></p></li><li><p><strong>DNAKE Accelerates BCI Innovation with $18M R&amp;D Center and AI Copilot System: </strong>Chinese smart-tech firm DNAKE is emerging as a BCI player with a new $18M research center, EEG+AI breakthroughs for adaptive control, and national standard-setting efforts in attention monitoring. <a href="https://www.prnewswire.com/ae/news-releases/dnake-emerges-as-a-global-innovator-in-brain-computer-interface-technology-302508583.html">(Read more)</a></p></li><li><p><strong>UK Launches &#163;50M Centre for Brain Stimulation Devices and Neural Dynamics: </strong>A new MRC-funded centre led by Oxford, Cardiff, and others will develop next-generation implants and wearables to treat Parkinson&#8217;s, epilepsy, stroke, and dementia by targeting disrupted neural dynamics. <a href="https://nrtimes.co.uk/50m-brain-stimulation-centre-launches-in-uk-hnc25/">(Read more)</a></p></li><li><p><strong>NIH Funds Diamond-Based Wireless Electrodes for Brain Stimulation: </strong>With a $3.4M NIH grant, Pitt&#8217;s Takashi Kozai and MSU&#8217;s Wen Li are developing boron-doped diamond &#8220;Wireless Axon&#8221; electrodes to enable precise, wireless brain stimulation and uncover how specific neuron groups encode sensation. <a href="https://news.engineering.pitt.edu/diamonds-in-the-mind/">(Read more)</a></p></li><li><p><strong>China Unveils 74 mg Brain Controller to Steer Bees Like Drones: </strong>Researchers at Beijing Institute of Technology have created the world&#8217;s lightest brain interface to guide bee flight via electrical pulses, opening paths for insect-based robotics in surveillance and rescue. <a href="https://economictimes.indiatimes.com/news/new-updates/china-develops-74-mg-ultra-light-brain-controller-that-turns-bees-into-tiny-soldiers/articleshow/122433552.cms?from=mdr">(Read more)</a></p></li></ul><div><hr></div><h3><strong>&#128176;Notable Funding</strong></h3><ul><li><p><strong>Sanmai Raises $12M from Reid Hoffman for AI-Guided Ultrasound Neurotech: </strong>The startup is developing a $500 non-invasive brain stimulation headset for anxiety and cognitive enhancement. <a href="https://finance.yahoo.com/news/billionaire-reid-hoffman-bets-12m-140023330.html?guccounter=1&amp;guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&amp;guce_referrer_sig=AQAAAB8R2OiBnMZ4D4R4UlzvJZlmNNigK8aBa0eguAE8QT0rQENCC--076DstWb1DCjXHfuqV3zREgSAG87TkS1SgO5eVERCNQY-f3ELacG7VRlG7wZ4nh75eXPWf1jzDdzsgI9l44VKAHNIXnVfSW1nfkl8AOcjmSysVus-Io9WTuVj">(Read more)</a></p></li><li><p><strong>Neuros Medical Raises $56M Series D to Launch FDA-Approved Pain Neurostimulator: </strong>The funding will support U.S. commercialization of the Altius&#174; system, a patient-controlled, non-opioid nerve stimulator for chronic post-amputation pain. <a href="https://www.prnewswire.com/news-releases/neuros-medical-secures-56m-series-d-to-commercialize-the-altius-system-an-fda-approved-non-opioid-nerve-stimulation-system-for-chronic-post-amputation-pain-302500582.html">(Read more)</a></p></li><li><p><strong>MapLight Raises $372.5M Series D to Advance CNS Therapies:</strong> Backed by Forbion, Goldman Sachs, and Sanofi, the funding will support Phase 2 trials of its M1/M4 muscarinic agonist for schizophrenia and Alzheimer&#8217;s psychosis. <a href="https://technews180.com/funding-news/maplight-secures-372-5m-to-advance-brain-disorder-therapies/">(Read more)</a></p></li><li><p><strong>Nudge Raises $100M Series A for Non-Invasive Ultrasound Brain Interface: </strong>Founded by Coinbase&#8217;s Fred Ehrsam, Nudge secured $100M from Thrive Capital and Greenoaks to develop the Nudge Zero, a non-invasive neuromodulation device using ultrasound to optimize brain activity. <a href="https://news.bitcoin.com/coinbase-co-founder-fred-ehrsam-raises-100m-for-brain-interface-startup/">(Read more)</a></p></li><li><p><strong>Cumulus Neuroscience Raises &#163;3.25M to Scale At-Home EEG Trials: </strong>The Irish startup secured funding to expand its NeuLogiq platform, featuring dry-sensor EEG and tablet-based cognitive testing, for decentralized neuroscience clinical trials, including in Alzheimer&#8217;s and depression. <a href="https://tech.eu/2025/07/08/cumulus-raises-3-25m-to-advance-neuroscience-clinical-trials-through-at-home-eeg-tech/#:~:text=Medtech-,Cumulus%20raises%20%C2%A33.25M%20to%20advance%20neuroscience%20clinical%20trials,and%20tablet%2Dbased%20cognitive%20testing.&amp;text=Irish%20startup%20Cumulus%20Neuroscience%20has,million%20for%20its%20NeuLogic%20platform.">(Read more)</a></p></li></ul><div><hr></div><h3><strong>&#129504; Neurotech Trends:</strong></h3><ol><li><p><strong>Human BCI Adoption Remains Under 100, Despite Growing Momentum: </strong>Neuralink now has seven active implant users through its PRIME study, while China&#8217;s NeuCyber NeuroTech aims to reach 13 by year-end. Yet the total number of people with implanted brain-computer interfaces globally remains under 100. With most systems still in early clinical trials and no full FDA approvals granted, real-world adoption is just beginning. As the race heats up, the real milestone ahead isn't flashy demos, it&#8217;s scaling safely from dozens to thousands. <a href="https://thedebrief.org/neuralink-hits-7-users-as-global-brain-implant-count-remains-under-100/">(Read more)</a></p></li><li><p><strong>Meta&#8217;s EMG Wristband Turns Neural Intent Into Gesture Control: </strong>Meta is developing an EMG-based wristband that lets users control digital devices using subtle finger movements or even the mere intention to move. The wearable detects electrical signals from forearm muscles and translates them into digital actions like scrolling or typing. Trained on data from over 10,000 users, the system adapts in real time and supports accessibility use cases, including for individuals with hand paralysis. Positioned as a non-invasive alternative to EEG or implants, it&#8217;s part of Meta&#8217;s broader AR and neural interface strategy. <a href="https://in.mashable.com/tech/97546/meta-is-working-on-a-wristband-that-allows-you-to-control-devices-with-hand-gestures">(Read more)</a></p></li><li><p><strong>Neuros Medical Launches First Commercial Implant for Post-Amputation Pain Relief: </strong>The FDA-approved Altius&#174; System, designed for chronic phantom and residual limb pain, has been commercially implanted in its first U.S. patient. The device delivers on-demand electrical nerve stimulation through a patient-controlled interface, offering a non-opioid alternative for lower-limb amputees. With over 2M Americans living with limb loss and ~80% facing chronic pain, Altius signals a major step forward in pain-focused neuromodulation. <a href="https://www.prnewswire.com/news-releases/neuros-medical-announces-first-commercial-implant-of-the-altius-direct-electrical-nerve-stimulation-system-a-breakthrough-non-opioid-treatment-for-chronic-post-amputation-pain-302511540.html">(Read more)</a></p></li><li><p><strong>The MouthPad, A Hands-Free Touchpad You Control With Your Tongue:</strong><br>Developed by MIT Media Lab spinout Augmental, the MouthPad is a custom-fit intraoral device that lets users control phones, tablets, and computers through tongue, bite, and head gestures. A touch-sensitive pad on the roof of the mouth captures subtle movements and translates them into cursor control and clicks via Bluetooth. Already in daily use by people with paralysis, the device is now being scaled for broader assistive and consumer applications. FDA clearance is underway, and future versions aim to decode whispers and internal speech. <a href="https://news.mit.edu/2024/mouth-based-touchpad-augmental-0605">(Read more)</a></p></li></ol><div><hr></div><h3><strong>&#128216; Neurotech Articles:</strong></h3><ol><li><p><strong>Can Consumer Neurotech Double as a Research Tool? </strong>Muse&#8217;s latest headband, <em>S Athena</em>, integrates EEG and fNIRS in a $500 wearable aimed at sleep monitoring and cognitive studies. Backed by a billion+ minutes of user brain data and an AI foundation model, it offers portability and ease-of-use for field research, but with clear limitations in resolution and channel coverage. As neuroscience moves beyond the lab, tools like Muse signal a shift toward AI-enhanced, at-home brain monitoring. <a href="https://spectrum.ieee.org/muse-headband">(Read more)</a></p></li><li><p><strong>Who&#8217;s Protecting Neural Implants? Yale Flags Cybersecurity Risks in BCIs</strong>: A new study from Yale&#8217;s Digital Ethics Center warns that implantable BCIs could face serious cybersecurity threats as they scale, ranging from unencrypted data transfer to unsafe software updates. Published in <em>Neuroethics</em>, the paper proposes safeguards like clinician-only access, patient-controlled connectivity, and defenses against adversarial AI. As BCIs evolve into connected computing systems, security-by-design may become the next critical frontier. <a href="https://news.yale.edu/2025/07/23/study-offers-measures-safeguarding-brain-implants">(Read more)</a></p></li><li><p><strong>Your Brain Files Memories by Category and Timing Matters More Than Firing: </strong>USC researchers have shown that the hippocampus encodes visual memories by grouping objects into categories and using precise spike timing, not just firing rate, to distinguish them. By decoding hippocampal activity in epilepsy patients, the study highlights how temporal coding enables efficient memory storage and could inform future memory prostheses for conditions like dementia. <a href="https://neurosciencenews.com/neuroscience-visual-memory-29522/">(Read more)</a></p></li></ol><div><hr></div><h3><strong>&#127760; Neurotech Edu. and Events:</strong></h3><ol><li><p><strong>NYBCI25: New York Brain-Computer Interface Symposium</strong><br>&#128197; Date: October 3&#8211;4, 2025 | New York Academy of Medicine</p><p><strong>Why Attend the Event?</strong><br>Join global leaders in BCI innovation for two days of keynotes, panels, and breakout sessions focused on the surgical, clinical, and commercial translation of brain-computer interfaces. Hosted by Mount Sinai BioDesign, NYBCI25 features speakers from Synchron, Paradromics, Meta, Precision Neuroscience, and more.<br><strong>Link to register: </strong><a href="https://www.nybci.com/event/2886b64d-65fd-42dd-856c-57ff4a467388/NYBCI25">Register here</a></p></li><li><p><strong>From Mind to Motion: Neurorehabilitation &amp; Mobile Brain Imaging Bootcamp</strong><br>&#128197; Date: September 18&#8211;19, 2025 | Ghent University Hospital, Belgium</p><p><strong>Why Attend the Event?</strong><br>Join ANT Neuro and Ghent University for an immersive workshop combining EEG, MoBI, and VR to explore brain-body interactions in neurorehab. Includes hands-on training, expert talks, and multi-modal neuroscience demos.</p><p><strong>Link to register: </strong><a href="https://www.eventbrite.com/e/from-mind-to-motion-exploring-neurorehabilitation-and-mobile-brain-imaging-tickets-1311978576239?aff=oddtdtcreator">Register here</a></p></li></ol><div><hr></div><h3><strong>&#127916;Case Studies</strong></h3><p> &#127916; In this edition's case study spotlight, we feature <strong>Nudge</strong>, a brain-computer interface company co-founded by <strong>Coinbase&#8217;s Fred Ehrsam</strong>. Nudge is developing a non-invasive neuromodulation platform that uses focused ultrasound to safely stimulate specific regions of the brain. Backed by a $100M Series A, the company is initially focused on conditions like PTSD, addiction, and chronic pain, with longer-term goals of enhancing cognition and supporting mental well-being.</p><p><strong>Overview: </strong>Nudge&#8217;s flagship product, <strong>Nudge Zero</strong>, is a wearable, MRI-compatible device that uses <strong>phased-array focused ultrasound</strong> to modulate deep brain structures without surgery or implants. The system stimulates millimeter-scale regions of the brain and is capable of both <strong>targeted stimulation and real-time imaging</strong>. Designed for safety, specificity, and scalability, Nudge Zero aims to unlock a new class of brain interfaces that blend therapeutic utility with everyday usability. The device is already being tested on human participants through internal studies.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Misb!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd2c6fbf-3ff4-4e3a-b945-564d6e744839_2400x1235.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Misb!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd2c6fbf-3ff4-4e3a-b945-564d6e744839_2400x1235.png 424w, https://substackcdn.com/image/fetch/$s_!Misb!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcd2c6fbf-3ff4-4e3a-b945-564d6e744839_2400x1235.png 848w, 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class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><strong>Use Case Highlights:</strong></p><ul><li><p><strong>Non-Invasive Deep Brain Stimulation</strong>: Targets precise regions without damaging tissue or requiring surgery</p></li><li><p><strong>Clinical Applications in Neuropsychiatry</strong>: Focused on PTSD, addiction, chronic pain, essential tremor, and tinnitus</p></li><li><p><strong>Headphone-Style Wearable</strong>: Sleek design signals long-term ambitions for mainstream cognitive enhancement</p></li><li><p><strong>Adaptive Imaging and Dose Control</strong>: Combines ultrasound imaging and modeling to ensure precise energy delivery across individuals</p></li></ul><p><strong>Target Audience:</strong></p><ul><li><p>Neuroscientists and clinicians focused on neuromodulation and psychiatric disorders</p></li><li><p>Brain health and wellness innovators exploring non-invasive cognitive tech</p></li><li><p>Researchers in ultrasound-based stimulation and human-machine interfacing</p></li><li><p>Investors and operators in mental health, neurotech, and digital therapeutics</p></li></ul><p><strong>Key Partnerships: </strong>Nudge&#8217;s scientific and technical approach is shaped by insights from ongoing academic research and cross-disciplinary collaboration efforts in the focused ultrasound community. These partnerships support the company&#8217;s efforts to refine its neuromodulation platform and align with emerging best practices in safety, targeting, and efficacy.</p><p><strong>Leadership Team: </strong>Nudge was co-founded by Fred Ehrsam (Coinbase) and Quintin Frerichs, with Jeremy Barenholtz (ex-Neuralink) serving as President and CTO. The team also includes neuroscientist Lennart Verhagen (Radboud University), Bliss Chapman, and a multidisciplinary group of engineers, researchers, and clinicians.<br><br>For more information about Nudge and its non-invasive ultrasound-based brain interface, visit <a href="https://nudge.com">nudge.com</a>.<br><br>Thumbnail credits: Cybernews</p><div><hr></div><h3><strong>&#127775; </strong><em><strong>Neurotech Pulse Special Edition: Call for Contributions!</strong></em></h3><blockquote><p>Calling all researchers and writers! Want to showcase your work in our upcoming <em>Neurotech Insights</em> edition? Reach over 5,000+ neurotech enthusiasts by sharing your innovative research. Submit your details and work to saman.nawaz@nexstem.ai</p></blockquote><div class="pullquote"><p><em><strong>&#10084;&#65039; Join us on <a href="https://discord.gg/R7MzTQWPE7">Discord</a>.</strong></em></p><p><em>Thanks for reading Neurotech Pulse! Subscribe for free to receive new posts.</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://neurotechpulse.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://neurotechpulse.substack.com/subscribe?"><span>Subscribe now</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[Cognitive Bias, AI, and the Brain: Why Ethical AI Needs Neuroscience- Issue #24]]></title><description><![CDATA[Community Edition]]></description><link>https://neurotechpulse.substack.com/p/cognitive-bias-ai-and-the-brain-why</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/cognitive-bias-ai-and-the-brain-why</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Tue, 15 Jul 2025 15:01:29 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/badbc694-f66e-4560-a30e-b4d97bcb267e_420x300.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<h4><em>Your Brain Has Bugs, and So Does Your Algorithm</em></h4><p>If you&#8217;ve watched Inside Out, you will find it easy to imagine your brain as a chaotic group chat. There&#8217;s <strong>Anxiety</strong> constantly yelling worst-case scenarios, <strong>Joy</strong> sharing memes to cope, <strong>Nostalgia</strong> dropping memoirs from 2016, and <strong>Anger</strong> waiting to unleash its &#8216;forbidden-in-polite-settings&#8217; vocabulary. And they all <em>have</em> to vote on a decision. That&#8217;s what we call a <strong>cognitive bias</strong>. The way your brain makes decisions might not always be the rational thing to do, <em>because you already lean towards your subjective reality.</em></p><p>Bias isn&#8217;t always a bad thing. It&#8217;s just your brain&#8217;s way of saving energy. It hates uncertainty. So, it uses shortcuts (called <strong>heuristics</strong>) to make decisions quickly. Unfortunately, these shortcuts often trip us up, in ways we wouldn&#8217;t want to admit, like-</p><ul><li><p><strong>Confirmation Bias</strong>: You&#8217;ve already decided pineapple doesn&#8217;t belong on pizza, so every article, reel, or meme you see becomes &#8220;proof&#8221;. Even if Gordon Ramsay himself disagrees.</p></li><li><p><strong>Availability Bias</strong>: You heard of the consecutive plane crashes on the news? Suddenly, flying feels riskier than driving. Even if the statistics say otherwise. Your brain mistakes <em>recent</em> for <em>frequent</em>.</p></li><li><p><strong>Anchoring</strong>: You see a hoodie priced at &#8377;4999, then discounted to &#8377;1999. Feels like a steal, right? That&#8217;s anchoring. The first number sets the bar.</p></li><li><p><strong>Negativity Bias</strong>: You got 20 comments. 19 were positive. Guess which one kept you up at 3 am?</p></li></ul><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!zSbS!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!zSbS!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png 424w, https://substackcdn.com/image/fetch/$s_!zSbS!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png 848w, https://substackcdn.com/image/fetch/$s_!zSbS!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png 1272w, https://substackcdn.com/image/fetch/$s_!zSbS!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!zSbS!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png" width="2048" height="1203" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1203,&quot;width&quot;:2048,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:709844,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/167978537?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feac160b6-09ee-4416-8d18-c24043dfc9e8_2048x1203.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!zSbS!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png 424w, https://substackcdn.com/image/fetch/$s_!zSbS!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png 848w, https://substackcdn.com/image/fetch/$s_!zSbS!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png 1272w, https://substackcdn.com/image/fetch/$s_!zSbS!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e820f39-7b28-4fe6-a20d-76c503d1b25b_2048x1203.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>These glitches aren&#8217;t rare. They&#8217;re <em>default</em> settings. We get by with them just fine.</p><p>But guess what? When we build AI systems, these same biases sneak into the codebase.</p><p>If you had to train an AI on every decision you've ever made when you were hangry, overthinking, or sleep-deprived, would you still trust it to run your city&#8217;s healthcare? Nope? But that&#8217;s the reality.</p><p>AI doesn&#8217;t emerge from some pure mathematical utopia. It&#8217;s born from <strong>data</strong>. And that data? It&#8217;s us. Messy, biased, emotional us.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!MiUV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!MiUV!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png 424w, https://substackcdn.com/image/fetch/$s_!MiUV!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png 848w, https://substackcdn.com/image/fetch/$s_!MiUV!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png 1272w, https://substackcdn.com/image/fetch/$s_!MiUV!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!MiUV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png" width="1456" height="855" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/cb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:855,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:384301,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/167978537?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!MiUV!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png 424w, https://substackcdn.com/image/fetch/$s_!MiUV!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png 848w, https://substackcdn.com/image/fetch/$s_!MiUV!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png 1272w, https://substackcdn.com/image/fetch/$s_!MiUV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb11a0dd-5499-47a6-98d9-56fd8d859cb4_1456x855.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div><hr></div><h3>Some real-world overlaps we see:-</h3><ul><li><p><strong>Confirmation Bias in Echo Chambers</strong>: Recommender algorithms feed you what you already agree with. Flat Earthers and conspiracy theorists don&#8217;t fall into the rabbit hole by accident!</p></li><li><p><strong>Availability Bias in Overrepresentation of Rare Events</strong>: Algorithms might flag people as high-risk just because certain crimes made headlines recently, marginalizing certain social groups.</p></li><li><p><strong>Anchoring in Biased Benchmarks</strong>: Resume-screening AIs might prioritize Ivy League names over actual skills. Data anchored to brand names results in AI anchored to brand names.</p></li><li><p><strong>Negativity Bias in Toxic Content Wins</strong>: Platforms often reward rage-bait because it spikes engagement. AI reads that as "quality".</p></li></ul><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!34k2!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!34k2!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg 424w, https://substackcdn.com/image/fetch/$s_!34k2!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg 848w, https://substackcdn.com/image/fetch/$s_!34k2!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!34k2!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!34k2!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg" width="557" height="356.8374331550802" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:599,&quot;width&quot;:935,&quot;resizeWidth&quot;:557,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!34k2!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg 424w, https://substackcdn.com/image/fetch/$s_!34k2!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg 848w, https://substackcdn.com/image/fetch/$s_!34k2!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!34k2!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0f46120e-2be7-4fd5-8b88-c93453c0f8b6_935x599.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>AI doesn't invent these patterns. It copies and scales them at warp speed. AI bias is a mirror. We think we&#8217;re building something smarter than us. In reality, we&#8217;re just digitizing our blind spots. The result? Machines that aren&#8217;t malicious but are indifferent in the exact ways we&#8217;ve taught them to be.</p><ul><li><p>In humans, <strong>implicit bias</strong> is shaped by exposure, emotion, memory, and social learning.</p></li><li><p>In machines, <strong>inductive bias</strong> is what we bake into the algorithm: which features to prioritize, which datasets to use, and what loss functions to minimize.</p></li></ul><p>But both are shaped by humans. And both make decisions under uncertainty. We built systems in our image without even knowing what that image is. And that is where <strong>neuroscience</strong> comes into play.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!5avT!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!5avT!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg 424w, https://substackcdn.com/image/fetch/$s_!5avT!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg 848w, https://substackcdn.com/image/fetch/$s_!5avT!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!5avT!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!5avT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg" width="524" height="453.5780346820809" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:599,&quot;width&quot;:692,&quot;resizeWidth&quot;:524,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!5avT!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg 424w, https://substackcdn.com/image/fetch/$s_!5avT!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg 848w, https://substackcdn.com/image/fetch/$s_!5avT!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!5avT!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6e81e2b7-2f98-47af-b20d-a733bde86b77_692x599.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>The bottom line? The brain is <em>not</em> a perfectly logical machine. It's a chaotic, deeply flawed, survival-driven organ. So when we build "thinking" machines, and we ignore neuroscience, we build flawed logic without the <em>adaptive messiness</em> that makes us human.</p><p>No AI is perfect. <strong>Because our understanding of the brain isn't perfect</strong>. And unless we build cognitive, emotional, and ethical awareness into AI, we&#8217;re just encoding ignorance at scale.</p><p>So the next time someone says &#8220;AI is unbiased,&#8221; ask them: <em>Which brain was it trained on?</em> Because if it were ours&#8230; Well, let&#8217;s just say we&#8217;ve got some debugging to do.</p><div><hr></div><h3>For those curious, here&#8217;s a bit of science that shaped this piece:</h3><ul><li><p><a href="https://dn790002.ca.archive.org/0/items/DanielKahnemanThinkingFastAndSlow/Daniel%20Kahneman-Thinking%2C%20Fast%20and%20Slow%20%20.pdf">Thinking, Fast and Slow by Daniel Kahneman</a></p></li><li><p><a href="https://jyotsnabooks.wordpress.com/wp-content/uploads/2017/12/how-emotions-are-made-the-secret-life-of-the-brain.pdf">How Emotions Are Made by Lisa Feldman Barrett</a></p></li><li><p><a href="https://royalsocietypublishing.org/doi/10.1098/rspa.2021.0068">Inductive Biases in Deep Learning by Yoshua Bengio and Anirudh Goyal</a></p></li><li><p><a href="https://www.are.na/block/11669646">Atlas of AI by Kate Crawford</a></p></li></ul><div><hr></div><h3><strong>&#128294; Researcher Spotlight &#128294;</strong></h3><p>We are excited to feature <strong><a href="https://www.linkedin.com/in/hemashree-yogesha-189b39205/">Hemashree Yogesha</a></strong>, an AI engineer by profession and a computational neuroscientist by passion. With a background spanning brain science, machine learning, and ethical AI, she has worked at the intersection of neuroscience and technology across both academic and applied domains.</p><p>Her work includes building reaction time apps, mental health tools, and brain tumor detection models, while also exploring spinal-brain neural dynamics during her time as a guest researcher at the Max Planck Institute for Human Cognitive and Brain Sciences. Currently, she is focused on embedding neuroscience into AI systems to make them more ethical, especially in high-stakes areas like sexual assault prevention. Outside of tech, Hemashree is a Bharatanatyam artiste, vocalist, and theatre enthusiast, bringing creativity and empathy into every dimension of her work.               </p><div><hr></div><h3><strong>&#127775; </strong><em><strong>Neurotech Pulse Special Edition: Call for Contributions!</strong></em></h3><blockquote><p>Calling all researchers and writers! Want to showcase your work in our upcoming <em>Neurotech Insights</em> edition? Reach over 5,000+ neurotech enthusiasts by sharing your innovative research. Submit your details and work to saman.nawaz@nexstem.ai</p></blockquote><div class="pullquote"><p><em><strong>&#10084;&#65039; Join us on <a href="https://discord.gg/R7MzTQWPE7">Discord</a>.<br><br><br></strong><br>Thanks for reading Neurotech Pulse! Subscribe for free to receive new posts.</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://neurotechpulse.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://neurotechpulse.substack.com/subscribe?"><span>Subscribe now</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[The Silent Command: Decoding Intention Before Action- Issue #22]]></title><description><![CDATA[Before Movement, There Is Intention- Imagine standing on a football pitch, seconds before a penalty kick.]]></description><link>https://neurotechpulse.substack.com/p/the-silent-command-decoding-intention</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/the-silent-command-decoding-intention</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Sun, 15 Jun 2025 15:02:10 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/38800dd8-73a5-49bc-b510-ae6089a1017e_1456x1048.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em><strong>Before Movement, There Is Intention</strong></em>- Imagine standing on a football pitch, seconds before a penalty kick. The crowd roars. Your body is still. But in the milliseconds before your foot strikes the ball, your brain has already issued the command to act, before you&#8217;re consciously aware of making the decision.</p><p>Welcome to the hidden world of intention: the brain&#8217;s silent command that precedes action, and perhaps even free will.</p><p>In this special edition of Neurotech Pulse, we dive into the neuroscience of <em>pre-action signals</em>. What can they reveal about motor planning, decision-making, and the future of brain-computer interfaces (BCIs)? And how close are we to building systems that respond to intention <em>before</em> movement?</p><div><hr></div><h3>What Is Intention, Really?</h3><p>Cognitive science and neuroscience recognize different layers of intention:</p><ul><li><p><strong>Distal intention</strong>: A goal to act in the future (e.g., <em>I will study tonight</em>)</p></li><li><p><strong>Proximal intention</strong>: The decision to act now (e.g., <em>I&#8217;m opening my laptop</em>)</p></li><li><p><strong>Implicit vs. explicit intention</strong>: Automatic urges vs. conscious decisions</p></li></ul><p>This layered structure helps us understand how fleeting thoughts differ from genuine will&#8212;and why decoding intention is both a scientific and ethical challenge.</p><h3>The Brain's Early Whispers: Readiness Potential</h3><p>One of the earliest known markers of voluntary movement is the <strong>Bereitschaftspotential</strong> (readiness potential)&#8212;a slow electrical buildup in the motor cortex and supplementary motor areas. First discovered by Kornhuber and Deecke in the 1960s, it begins up to <strong>1.5 seconds before any visible action</strong>. (<a href="https://pubmed.ncbi.nlm.nih.gov/16876476/">Shibasaki &amp; Hallett, 2006</a>)</p><p>In <a href="https://pubmed.ncbi.nlm.nih.gov/6640273/">Libet&#8217;s </a>famous 1983 experiment, EEG recordings showed this signal <strong>preceded participants&#8217; awareness</strong> of making a decision by up to 500 ms. This raised the now-famous question: <em>If the brain decides before we do, are we truly in control?</em></p><p><em>~As Libet&#8217;s 1983 study revealed, our brain begins preparing to act well before we become aware, challenging the sense that we are the sole authors of our actions.</em></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!kFkt!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!kFkt!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png 424w, https://substackcdn.com/image/fetch/$s_!kFkt!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png 848w, https://substackcdn.com/image/fetch/$s_!kFkt!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png 1272w, https://substackcdn.com/image/fetch/$s_!kFkt!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!kFkt!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png" width="482" height="525.1791666666667" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:523,&quot;width&quot;:480,&quot;resizeWidth&quot;:482,&quot;bytes&quot;:42925,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/165474798?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!kFkt!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png 424w, https://substackcdn.com/image/fetch/$s_!kFkt!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png 848w, https://substackcdn.com/image/fetch/$s_!kFkt!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png 1272w, https://substackcdn.com/image/fetch/$s_!kFkt!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc86fee11-bcd6-48f4-a0e7-c010871d68db_480x523.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption"><a href="https://www.researchgate.net/figure/Example-of-Bereitschaftspotential-BP-recording-EMG-was-triggered-of-the-onset-of-the_fig1_42640108">Bereitschaftspotential EEG C3 Cz C4 with EMG deltoid</a></figcaption></figure></div><div><hr></div><h3>Intention Without Movement: The Power of Motor Imagery</h3><p>Action doesn&#8217;t require motion. Neurotech has shown that <strong>motor imagery</strong>&#8212;mentally simulating movement&#8212;activates similar brain regions as physical movement.</p><p>In a landmark study <a href="https://pubmed.ncbi.nlm.nih.gov/21315264/">(Fried et al., 2011)</a>, implanted electrodes in patients&#8217; <strong>pre-SMA</strong> predicted their decisions up to <strong>700 ms before action</strong>, even when they were <em>only imagining</em> the movement.</p><p>This principle powers a growing number of BCI applications:</p><ul><li><p>Typing via imagined finger movements</p></li><li><p>Controlling robotic arms through motor imagery</p></li><li><p>Navigating drones without touching a controller<br></p></li></ul><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ZGOc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ZGOc!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg 424w, https://substackcdn.com/image/fetch/$s_!ZGOc!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg 848w, https://substackcdn.com/image/fetch/$s_!ZGOc!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!ZGOc!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!ZGOc!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg" width="636" height="523.7647058823529" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/f1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:700,&quot;width&quot;:850,&quot;resizeWidth&quot;:636,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;Frontiers | The readiness potential reflects intentional binding ...&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="Frontiers | The readiness potential reflects intentional binding ..." title="Frontiers | The readiness potential reflects intentional binding ..." srcset="https://substackcdn.com/image/fetch/$s_!ZGOc!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg 424w, https://substackcdn.com/image/fetch/$s_!ZGOc!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg 848w, https://substackcdn.com/image/fetch/$s_!ZGOc!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!ZGOc!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff1659498-fb61-4283-98ca-8829e8830e19_850x700.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption"><a href="https://www.frontiersin.org/journals/human-neuroscience/articles/10.3389/fnhum.2014.00421/full">Event-related EEG plots comparing early (baseline) and late (operant) readiness potential (RP) phases.</a></figcaption></figure></div><div><hr></div><h3>Reading the Invisible: Biosignals That Precede Action</h3><p>Intention doesn&#8217;t live in one place; it echoes across biosignals. Here's a look at how different modalities reflect intention formation:</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ve6e!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ve6e!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png 424w, https://substackcdn.com/image/fetch/$s_!ve6e!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png 848w, https://substackcdn.com/image/fetch/$s_!ve6e!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png 1272w, https://substackcdn.com/image/fetch/$s_!ve6e!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!ve6e!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png" width="1456" height="516" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:516,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:112846,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/165474798?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!ve6e!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png 424w, https://substackcdn.com/image/fetch/$s_!ve6e!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png 848w, https://substackcdn.com/image/fetch/$s_!ve6e!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png 1272w, https://substackcdn.com/image/fetch/$s_!ve6e!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5cd53f09-b0a4-4eec-947d-a0b2d927998b_1506x534.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>In <a href="https://pubmed.ncbi.nlm.nih.gov/29593605/">Katahira et al., 2018</a>, EEG recordings during immersive tasks showed elevated frontal theta and moderately sustained fronto-central alpha activity during flow states, supporting the idea that biosignals can reveal intention and focused engagement in real time.</p><div><hr></div><h3>What If We Could Act on Intent Alone?</h3><p>This is no longer science fiction. Neurotechnology today can detect intent before movement:</p><ul><li><p><strong>Paralyzed patients</strong> can spell words using imagined hand movements</p></li><li><p><strong>Hands-free interfaces</strong> respond to intention alone</p></li><li><p><strong>Driver drowsiness</strong> systems monitor lag in intention signals</p></li><li><p><strong>Neuroprosthetics</strong> activate on pre-movement thought</p></li></ul><p>One compelling clinical use case: stroke rehabilitation. Robotic exoskeletons are now triggered by detecting early motor intention, supporting movement before muscles can fully act, helping retrain the brain-body loop <a href="https://pubmed.ncbi.nlm.nih.gov/28550098/">(Bundy et al., 2017)</a>.</p><p>But acting on <em>every</em> detected intent isn&#8217;t safe. Just as fleeting urges don&#8217;t always reflect conscious decisions, premature activation can cause <strong>false triggers</strong>.</p><p>To build safer systems, we may need neural confirmation layers&#8212;cognitive equivalents of<em>: &#8220;Are you sure you meant to do that?&#8221;</em></p><div><hr></div><h3>From Reading to Writing Intention?</h3><p>Emerging neurotechnologies suggest we already can. Techniques like transcranial direct current stimulation (tDCS) and neurofeedback are actively being used to enhance focus, readiness, and learning states. In <em><a href="https://www.frontiersin.org/journals/human-neuroscience/articles/10.3389/fnhum.2019.00274/full">Gold &amp; Ciorciari (2019)</a></em>, for instance, tDCS applied to the prefrontal cortex improved flow states, boosting intentional focus.</p><p>These capabilities are no longer just experimental. We're beginning to:</p><ul><li><p><strong>Nudge cognition</strong> toward clarity, calm, or focus using closed-loop feedback</p></li><li><p><strong>Prime users</strong> for action even before stimuli appear through targeted neurostimulation</p></li><li><p><strong>Trigger learning states</strong> ahead of cognitive tasks using real-time EEG or tDCS</p></li></ul><p>What once seemed futuristic is now unfolding in labs, clinics, and even early-stage consumer tech. The next step? Making these systems intuitive, safe, and widely accessible.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!MBrL!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!MBrL!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png 424w, https://substackcdn.com/image/fetch/$s_!MBrL!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png 848w, https://substackcdn.com/image/fetch/$s_!MBrL!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png 1272w, https://substackcdn.com/image/fetch/$s_!MBrL!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!MBrL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png" width="632" height="514.5223529411765" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:692,&quot;width&quot;:850,&quot;resizeWidth&quot;:632,&quot;bytes&quot;:419471,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/165474798?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!MBrL!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png 424w, https://substackcdn.com/image/fetch/$s_!MBrL!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png 848w, https://substackcdn.com/image/fetch/$s_!MBrL!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png 1272w, https://substackcdn.com/image/fetch/$s_!MBrL!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F9b6b1537-0a2a-4754-95f0-5e1d7c7f78cd_850x692.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption"><a href="https://www.researchgate.net/figure/Experimental-protocol-A-Integrated-transcranial-direct-current-stimulation-tDCS-and_fig1_303817229">A combined tDCS + EEG setup targeting the left dorsolateral prefrontal cortex</a></figcaption></figure></div><div><hr></div><h3>Final Thought: Decoding the Space Between</h3><p>We often think of action as the final step. But intention is where every journey begins, a silent, fleeting neural command that shapes who we are and what we do.</p><p>As BCIs evolve, we're stepping into this pre-action space&#8212;decoding not just what you do, but what you mean to do. This is more than performance enhancement; it&#8217;s a radical new interface with human will itself.</p><p>We&#8217;re learning to hear the silent commands.</p><div><hr></div><h3><strong>&#127775; </strong><em><strong>Neurotech Pulse Special Edition: Call for Contributions!</strong></em></h3><blockquote><p>Calling all researchers and writers! Want to showcase your work in our upcoming <em>Neurotech Insights</em> edition? Reach over 5,000+ neurotech enthusiasts by sharing your innovative research. Submit your details and work to saman.nawaz@nexstem.ai</p></blockquote><div class="pullquote"><p><em><strong>&#10084;&#65039;</strong> Join us on <a href="https://discord.gg/R7MzTQWPE7">Discord</a>.<br><br><br><br>Thanks for reading Neurotech Pulse! Subscribe for free to receive new posts.</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://neurotechpulse.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://neurotechpulse.substack.com/subscribe?"><span>Subscribe now</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[Inside Your Brain’s Dashboard: Monitoring Attention, Focus & Fatigue- Issue #20]]></title><description><![CDATA[Imagine if you could see your brain's "activity dashboard" in real-time.]]></description><link>https://neurotechpulse.substack.com/p/inside-your-brains-dashboard-monitoring</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/inside-your-brains-dashboard-monitoring</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Mon, 19 May 2025 15:05:17 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/d6c24b81-51ed-4c2a-8e22-9c156b2ed5f7_1504x1559.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Imagine if you could see your brain's "activity dashboard" in real-time. Just as your sports watch tracks your heart rate during exercise, what if you could monitor your attention levels during an important meeting? Or measure your mental fatigue before making a critical decision?</p><p>The science of cognitive performance monitoring is making this possible, and it's about to transform how we understand and optimize our mental abilities.</p><h3>What Exactly Are We Measuring?</h3><p>When neuroscientists talk about cognitive performance, they're referring to something quite specific: measurable behaviour that reflects our mental capabilities (<a href="https://doi.org/10.31887/DCNS.2019.21.3/pharvey">Harvey 2019</a>). Unlike nebulous concepts like "intelligence", cognitive performance can be quantified through standardized tests that assess different domains (<a href="https://global.oup.com/us/companion.websites/9780195395525/">Lezak 2012</a>):</p><h4>The Building Blocks of Cognitive Performance</h4><ul><li><p>Alertness: Your baseline level of wakefulness and responsiveness to the environment. This fundamental state is regulated by your brain's arousal systems and directly impacts all other cognitive functions. It fluctuates naturally throughout the day following your circadian rhythm and can be measured through reaction time tests like the Psychomotor Vigilance Task (PVT).</p></li><li><p>Attention: This multifaceted ability includes:</p><ul><li><p>Sustained attention: Maintaining focus over extended periods (measured by Continuous Performance Tests)</p></li><li><p>Selective attention: Filtering relevant from irrelevant information (assessed through visual search tasks)</p></li><li><p>Divided attention: Managing multiple information streams simultaneously (evaluated with dual-task paradigms)</p></li></ul></li><li><p>Processing speed: How quickly you can take in, process, and react to information. This foundational capability affects nearly all cognitive tasks and is typically measured with tests like the Digit-Symbol Substitution Test, where you must rapidly match symbols to numbers according to a key.</p></li><li><p>Working memory: Your mental "workspace" for temporarily holding and manipulating information. It's what allows you to follow multi-step instructions or keep a phone number in mind while dialling. The capacity and efficiency of your working memory can be assessed through N-back tests, where you must remember items presented N steps earlier in a sequence.</p></li><li><p>Cognitive load: The total mental effort being used in working memory. As tasks become more complex or numerous, cognitive load increases until it potentially exceeds capacity, leading to errors or mental fatigue. This can be measured indirectly through performance decrements on primary or secondary tasks.</p></li><li><p>Executive functions: Higher-order cognitive processes that include:</p><ul><li><p>Inhibitory control: Suppressing automatic or inappropriate responses (measured by Stroop or Go/No-Go tasks)</p></li><li><p>Cognitive flexibility: Adapting strategies based on changing demands (assessed through task-switching paradigms)</p></li><li><p>Planning: Organizing sequences of actions toward goals (evaluated with the Tower of London or similar problems)</p></li></ul></li><li><p>Episodic memory: Recalling experiences and information from your past, including what happened, where, and when. This is typically tested through word-list recall or story memory tasks.<br></p></li></ul><p>In a classical paper designed to measure cognitive performance of elderly subjects, the authors listed the following domains: orientation (sense of when and where), registration (retaining multiple items in working memory), attention and calculation (manipulating words or numbers in memory), recall (recall words from working memory), and language comprehension and use (ability to understand logical relationship between sentences) <a href="https://nesdo.onderzoek.io/wp-content/uploads/2016/08/MMSE_Folstein-1975.pdf">Folstein et al, 1975</a><em><br></em></p><p>Each of these domains relies on distinct brain networks and can be affected differently by factors like sleep, stress, nutrition, and age. What's remarkable is that these seemingly abstract mental processes leave measurable biological footprints that we can now track with increasing precision. Classically, cognitive performance or abilities have been measured using question-answers and observations while a person is solving a problem or performing a task, but there are hundreds of studies showing relationships between measurable performance of a human to corresponding correlates in the brain.<br></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!tvuM!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!tvuM!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png 424w, https://substackcdn.com/image/fetch/$s_!tvuM!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png 848w, https://substackcdn.com/image/fetch/$s_!tvuM!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png 1272w, https://substackcdn.com/image/fetch/$s_!tvuM!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!tvuM!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png" width="572" height="476.033796016898" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1379,&quot;width&quot;:1657,&quot;resizeWidth&quot;:572,&quot;bytes&quot;:2787345,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/163899308?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe31137fd-9f41-450a-ae9b-9c684d701f93_1667x2443.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!tvuM!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png 424w, https://substackcdn.com/image/fetch/$s_!tvuM!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png 848w, https://substackcdn.com/image/fetch/$s_!tvuM!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png 1272w, https://substackcdn.com/image/fetch/$s_!tvuM!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F19b03854-5309-4efb-88f4-e45825bc57b4_1657x1379.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Source: Plos One</figcaption></figure></div><div><hr></div><h2>The Biology Behind Your Thinking</h2><p>When you're concentrating hard on a complex problem, your brain undergoes measurable changes:</p><ul><li><p>Your prefrontal cortex shows increased blood flow (visible in fMRI scans)</p></li><li><p>Your brainwave shift pattern, with increased "theta" rhythms (4-8 Hz) detectable via EEG</p></li><li><p>Brain regions communicate through synchronized oscillations, like the theta-gamma coupling that supports working memory</p></li><li><p>Your body releases specific neurochemicals that modulate these networks</p></li></ul><p>These biological markers aren't just academic curiosities&#8212;they provide a window into cognitive processes that we previously could only guess at.</p><h2>Why Tracking Matters: The Cognitive Parallel to Physical Fitness</h2><p>We've grown accustomed to tracking our physical health metrics&#8212;steps, heart rate, sleep quality. This data has revolutionized how we approach fitness and wellness. But cognitive performance has remained largely invisible and unmeasured in daily life.</p><p>That's changing fast.</p><p>Take the world of high-performance professions: air traffic controllers, surgeons, and emergency responders make life-or-death decisions under intense cognitive loads. Research shows that their performance fluctuates predictably based on measurable biological factors. In high stress situations and high-risk environments, there is <a href="http://dx.doi.org/10.1016/j.neubiorev.2009.05.003">increased cognitive load</a> and the importance of tracking and maintaining cognitive performance becomes especially important (<a href="http://dx.doi.org/10.1016/j.neubiorev.2009.05.003">Paulus et al, 2009</a>, <a href="https://doi.org/10.1016/j.psyneuen.2022.105998">Gei&#223;ler 2023</a>). Moreover, there is a direct chain of cause and effect between cognitive performance and physical performance.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Kcen!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Kcen!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png 424w, https://substackcdn.com/image/fetch/$s_!Kcen!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png 848w, https://substackcdn.com/image/fetch/$s_!Kcen!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png 1272w, https://substackcdn.com/image/fetch/$s_!Kcen!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Kcen!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png" width="586" height="439.0975274725275" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/ed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1091,&quot;width&quot;:1456,&quot;resizeWidth&quot;:586,&quot;bytes&quot;:75495,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/163899308?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Kcen!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png 424w, https://substackcdn.com/image/fetch/$s_!Kcen!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png 848w, https://substackcdn.com/image/fetch/$s_!Kcen!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png 1272w, https://substackcdn.com/image/fetch/$s_!Kcen!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fed982eed-0411-49d5-9be5-ce2cfc4eb490_1500x1124.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Top-down and bottom-up relationship between cognitive and physical performance. (Adapted from Paulus et al 2009)</figcaption></figure></div><p>Thus, by tracking these cognitive markers, individuals and organizations can not only optimize mental efficiency, but also establish a system to utilize this mental-physical coordination to:</p><ul><li><p>Identify when cognitive fatigue reaches dangerous levels</p></li><li><p>Predict error risk before mistakes happen</p></li><li><p>Customize working hours and break schedules based on real neurological data</p></li><li><p>Deploy "cognitive assistance" exactly when it's needed most</p></li></ul><p>But these benefits aren't limited to high-risk professions. Knowledge workers, students, and anyone can benefit from understanding their cognitive patterns and optimizing their lives with the information.</p><div><hr></div><h2>The EEG Revolution: Your Brain's Activity Tracker</h2><p>Listening to the brain states without affecting normal life is a hard problem. While laboratory equipment like fMRI provides detailed brain images, they are not suited to provide information about brain states anytime or all the time. It is the electroencephalography (EEG) that's well poised to become the candidate measurement to realize a "Fitbit for your brain." EEG provides the ease of portability as well as superior time resolution, a feature that is essential for creating a wearable brain-state measurement device.</p><p>These devices would measure electrical activity from the scalp, detecting specific brainwave patterns that correlate with different cognitive states:</p><h4>EEG Signatures of Cognitive Performance</h4><ul><li><p>Frontal theta power (4-8 Hz): Perhaps the most reliable EEG marker of cognitive workload (<a href="https://onlinelibrary.wiley.com/doi/epdf/10.1111/psyp.14009">Chikhi et al 2022</a>). This rhythm increases notably in the frontal midline region as you engage in mentally demanding tasks. Research shows it rises with an increase in workload and can predict performance drops before they occur. When you're intensely concentrating on solving a complex problem, this is the signature your brain is likely producing.</p></li><li><p>Alpha oscillations (8-12 Hz): These waves typically decrease in amplitude during active cognitive processing&#8212;what neuroscientists call "alpha blocking." When you shift from a relaxed state to engaged problem-solving, alpha power drops significantly, particularly in posterior regions. Interestingly, in expert meditators, frontal alpha can increase during focused attention, suggesting efficient neural processing.</p></li><li><p>Beta activity (13-30 Hz): Associated with active thinking and focus. Higher beta, particularly in the 15-20 Hz range, correlates with alertness and active engagement. Extended periods of high beta activity can also signal cognitive strain and potential fatigue.</p></li><li><p>Alpha/Theta ratio: This proportion serves as an effective index of alertness. As fatigue increases or vigilance decreases, the ratio shifts as alpha power increases relative to theta, offering a potential early warning system for attention lapses. Theta-alpha relationship is also crucial for cognitively heavy tasks like mental arithmetic (<a href="https://pubmed.ncbi.nlm.nih.gov/27683547/">Dimitriadis et al, 2016</a>).</p></li><li><p>Theta-gamma coupling: This more complex measure examines how slower theta waves modulate faster gamma oscillations (30-100 Hz). Strong coupling between prefrontal theta and hippocampal gamma appears critical for working memory operations. This cross-frequency coordination provides a window into how your brain synchronizes different regions during complex cognition.</p></li><li><p>P300 event-related potential: Though not a continuous measure, this distinctive electrical "spike" appears approximately 300 milliseconds after you detect a significant or unexpected stimulus. Its amplitude correlates with attention allocation and working memory updating. In cognitive testing, a reduced or delayed P300 can indicate processing difficulties even before behavioural responses show problems.</p></li><li><p>Error-related negativity (ERN): This negative deflection appears within 100ms when you make an error, even if you're not consciously aware of the mistake yet. The ERN reflects activity in the anterior cingulate cortex, which helps monitor performance and detect conflicts between intended and actual responses.</p></li></ul><p>The power of these EEG signatures lies in their temporal precision&#8212;they capture brain activity changes within milliseconds, matching the speed of thought itself. Even more valuable is their predictive capability: changes in these patterns often precede behavioral performance changes, potentially allowing for interventions before errors occur.</p><div><hr></div><h2>From Data to Action: Cognitive Optimization in Practice</h2><p>The real promise of cognitive performance monitoring isn't just measurement&#8212;it's optimization. Early research and applications suggest several pathways, keeping in parallel with a smart fitness watch that keeps track of your cognitive capacity:</p><ol><li><p>Personalized cognitive profiles: Understanding your unique strengths and vulnerabilities</p></li><li><p>Just-in-time interventions: Taking targeted breaks or switching tasks when biological markers indicate impending fatigue</p></li><li><p>Lifestyle optimization: Quantifying how <a href="https://doi.org/10.1016/j.biopsych.2004.11.014">sleep quality</a>, <a href="https://www.sciencedirect.com/science/article/pii/S0006899312004003">physical activity</a>, <a href="https://doi.org/10.1016/j.biopsych.2004.11.014">nutrition</a>, and stress affect your specific cognitive patterns</p></li><li><p>Adaptive environments: Workspaces that adjust to your cognitive state, reducing complexity when you're approaching overload</p></li><li><p>Custom training regimens: Cognitive exercises tailored to your specific performance patterns</p></li></ol><p>The most exciting applications emerge at the intersection of behavioral science and neurobiology. For example, studies show that moderate <a href="https://pmc.ncbi.nlm.nih.gov/articles/PMC11940261/">physical activity boosts circulating BDNF</a> (brain-derived neurotrophic factor), a protein that supports neural plasticity and memory. People who time their cognitively demanding tasks after appropriate physical activity see measurable performance improvements.</p><div><hr></div><h2>The Future is Nearer Than You Think</h2><p>The most sophisticated applications of cognitive monitoring are already promising to be of immediate use in specialized contexts:</p><ul><li><p>Aviation: EEG-based workload monitoring will help trigger adaptive automation systems, reducing error rates (<a href="https://www.frontiersin.org/journals/neuroscience/articles/10.3389/fnins.2017.00297/full">Dasari et al 2017</a>)</p></li><li><p>Military: "Operational Cognitive Readiness" frameworks combine sleep metrics, physiological markers, and cognitive tests to evaluate fitness for critical missions and achieve better accuracy and precision. Real-time cognitive monitoring can give an empirical handle on such tasks. (<a href="https://doi.org/10.1016/j.biopsych.2004.11.014">Lieberman et 2004</a>)</p></li><li><p>Clinical settings: Digital cognitive assessments combined with physiological monitoring help detect subtle cognitive changes years before traditional methods</p></li></ul><p>We are stepping into a new era of information availability, and the brain is one of its most critical frontiers.</p><div><hr></div><h2>Beyond Productivity: A New Understanding of Mind</h2><p>Perhaps the most profound impact of cognitive performance science isn't just productivity enhancement. It's offering a new relationship with our mental lives&#8212;one where we can finally see the invisible fluctuations in our cognitive capabilities and respond with evidence-based strategies.</p><p>Just as fitness tracking has helped millions understand their bodies better, cognitive monitoring will help us understand our minds. We'll learn that attention isn't just about "trying harder," but about aligning our cognitive demands with our biological rhythms. We'll discover that mental fatigue isn't a character flaw but a measurable state that can be managed.</p><p>The science of cognitive performance markers is opening a new chapter in human potential&#8212;one where we work with our biology rather than against it. And that might be the most powerful optimization of all.</p><div><hr></div><h2><strong>&#128294;Contributor Spotlight&#128294;</strong></h2><p>Meet <strong><a href="https://www.linkedin.com/in/adityaasopa/">Aditya Asopa</a></strong>, a PhD researcher at the National Centre for Biological Sciences (NCBS), TIFR, whose academic path spans from veterinary medicine to systems neuroscience. His research focuses on hippocampal circuit dynamics using electrophysiology, optogenetics, and microscopy to decode how neurons behave in networks.<br>A firm believer in open science and educational accessibility, Aditya is also actively working to democratize technical learning through open-source tools and DIY neuroscience. </p><div><hr></div><h3><strong>&#127775; </strong><em><strong>Neurotech Pulse Special Edition: Call for Contributions!</strong></em></h3><blockquote><p>Calling all researchers and writers! Want to showcase your work in our upcoming <em>Neurotech Insights</em> edition? Reach over 5,000+ neurotech enthusiasts by sharing your innovative research. Submit your details and work to saman.nawaz@nexstem.ai</p></blockquote><div class="pullquote"><p><em>&#10084;&#65039; Join us on <a href="https://discord.gg/R7MzTQWPE7">Discord</a>.<br><br><br><br>Thanks for reading Neurotech Pulse! Subscribe for free to receive new posts.</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://neurotechpulse.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://neurotechpulse.substack.com/subscribe?"><span>Subscribe now</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[Decoding Consciousness: A Brain-Computer Interface Approach- Issue 18]]></title><description><![CDATA["A human being is a part of the whole, called by us "Universe," a part limited in time and space.]]></description><link>https://neurotechpulse.substack.com/p/decoding-consciousness-a-brain-computer</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/decoding-consciousness-a-brain-computer</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Tue, 15 Apr 2025 15:01:08 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/f8eec291-e2d9-46db-ae54-0a2dca0e8d4b_860x518.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em>"A human being is a part of the whole, called by us "Universe," a part limited in time and space. He experiences himself, his thoughts and feelings as something separate from the rest, a kind of optical delusion of his consciousness. "- Albert Einstein.</em></p><p>I first pondered the question of consciousness when I heard Swami Sarvapriyananda&#8217;s lecture at the Indian Institute of Science (IISc). His lecture on the nature of consciousness left me perplexed, not only by the depth of the subject matter but also by the knowledge that humanity has struggled with this puzzle for centuries. Ancient sages in India had dedicated their lives to studying consciousness; countless philosophical and spiritual texts have been written about this profound question. Yet even modern science remains in its infancy when unraveling this profound question of consciousness.</p><p>In this brief post, I'll explore consciousness through the lens of modern science, focusing on emerging insights from neuroscience and technology. More ambitiously, I'll share a naive yet intriguing attempt to approach this age-old question using brain-computer interface (BCI) systems. Can cutting-edge tools like BCIs&#8212;which bridge neural activity with computational devices&#8212;shed light on the elusive nature of awareness, selfhood, or subjective experience? Let's dive in.</p><div><hr></div><h3>What is consciousness?</h3><p>Giving a single definition of consciousness will not be correct as we still have no universally agreed-upon definition. At its core, consciousness is the raw, subjective 'feel' of existence&#8212;what philosopher Thomas Nagel famously called the 'what-it-is-like' quality of being (<a href="https://doi.org/10.2307/2183914">Nagel, 1974</a>). For Nagel, a bat's echolocation experience isn't just neural firings; it's the vivid, private reality of being that bat, a perspective science can't replicate. Decades later, his insight still sparks diverse debates: theories like integrated information theory (<a href="https://doi.org/10.1038/nrn.2016.44">Tononi et al, 2016</a>) propose consciousness arises from complex brain networks, while panpsychists argue even particles might hold flickers of awareness. Yet none fully bridge the gap between measurable biology and the inner 'view from within.</p><p>Contemporary neuroscience delineates brain activity associated with consciousness, yet, as Nagel cautioned, explaining why specific processes are experienced&#8212;whether by humans, bats, or AI&#8212;remains the pinnacle of scientific inquiry. Consciousness, then, endures as both a biological puzzle and a reminder: <em>reality isn't just what we observe but what we experience.</em></p><h3>The complex problem of consciousness</h3><p>The study of consciousness presents an intriguing paradox in our attempt to comprehend the mind. The "easy problems of consciousness" include understanding the functional components of cognition, such as how human brains integrate sensory data, retain memories, and coordinate movement. Scientists call things "easy" not because they are simple but because they adhere to the standard scientific method of finding physical mechanisms that accomplish certain activities. We can track visual processing via brain pathways, identify language centers, and model decision-making circuits without addressing the underlying riddle.</p><p>The "hard problems of consciousness," as philosopher David Chalmers eloquently put it, confronts us with consciousness itself&#8212;the raw sensation of being alive and aware. It questions why brain-firing patterns, no matter how complex, should produce any subjective experience. When you see a sunset, scientists can describe how light waves strike your retina and cause cascading brain responses, but why does this physical process result in the vivid, intimate feeling of golden-orange hues filling your awareness? This explanatory gap between bodily processes and felt experience defies our current scientific frameworks, implying that we may require revolutionary new concepts&#8212;perhaps even fundamental assumptions about matter, information, and reality&#8212;to bridge the chasm between brain and mind.<br></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!3Ysh!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!3Ysh!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png 424w, https://substackcdn.com/image/fetch/$s_!3Ysh!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png 848w, https://substackcdn.com/image/fetch/$s_!3Ysh!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png 1272w, https://substackcdn.com/image/fetch/$s_!3Ysh!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!3Ysh!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png" width="636" height="424.1456043956044" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:971,&quot;width&quot;:1456,&quot;resizeWidth&quot;:636,&quot;bytes&quot;:2108444,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/161361165?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!3Ysh!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png 424w, https://substackcdn.com/image/fetch/$s_!3Ysh!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png 848w, https://substackcdn.com/image/fetch/$s_!3Ysh!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png 1272w, https://substackcdn.com/image/fetch/$s_!3Ysh!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0a3840be-e665-4f3d-9436-0a1e8904e669_1536x1024.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Credit: Ernst Mach</figcaption></figure></div><h3>Neural Decoding of Conscious States</h3><p>The first step towards decoding the complex problem of consciousness might involve identifying the neural signatures that underlie subjective experiences. Researchers are particularly interested in how different neuronal firing patterns, synchronization across brain regions, and dynamic network connectivity relate to various states of awareness (<a href="https://doi.org/10.1016/j.neuron.2024.02.004">Storm, Johan F., et al 2024</a>). The challenge lies in the inherent complexity and individual variability of brain networks. However, recent research has begun to shed light on this issue by combining high-resolution neural recording techniques with advanced computational models.</p><p>A promising line of inquiry involves the study of "neural correlates of consciousness" (NCC) (<a href="https://doi.org/10.1038/nn0203-119">Crick and Koch, 2003</a>). The NCC is the minimal neural event sufficient for a specific conscious experience. Using BCIs, scientists have begun to monitor these neural patterns in real-time. For example, by correlating EEG (electroencephalography) signals and Blood Oxygenation Level Dependent (BOLD) signal patterns with reports of visual perception, researchers have been able to identify transient oscillatory patterns that seem to signify the transition from unconscious processing to conscious awareness, like attention. These findings not only support theoretical models of consciousness but also open up potential clinical applications, such as assessing the level of awareness in patients with disorders of consciousness.</p><p>However, current methods of decoding consciousness using fMRI and EEG often rely on fixed assumptions about which brain regions to monitor and require patients to actively follow commands, which can oversimplify consciousness as simply "present" or "absent." Thus, we might miss the subtle signs of awareness, especially in brain-injured patients whose neural responses can be disrupted. Neural decoding offers a promising alternative by analyzing overall patterns of brain activity to reconstruct what a patient might be experiencing&#8212;whether that's a basic sound or a complex idea&#8212;without depending on predefined brain areas or strict task performance (<a href="https://doi.org/10.1212/WNL.0000000000210208">Fischer et al., 2025</a>). Although challenges like the need for large amounts of data and privacy issues still exist, this approach provides a more flexible and detailed way to uncover hidden levels of consciousness.<br></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!fsBV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!fsBV!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp 424w, https://substackcdn.com/image/fetch/$s_!fsBV!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp 848w, https://substackcdn.com/image/fetch/$s_!fsBV!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp 1272w, https://substackcdn.com/image/fetch/$s_!fsBV!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!fsBV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp" width="660" height="468.84444444444443" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/fa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:959,&quot;width&quot;:1350,&quot;resizeWidth&quot;:660,&quot;bytes&quot;:90936,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/161361165?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ee0c0f0-63d7-4baa-8a7e-f8c0c1937b75_1350x1477.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!fsBV!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp 424w, https://substackcdn.com/image/fetch/$s_!fsBV!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp 848w, https://substackcdn.com/image/fetch/$s_!fsBV!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp 1272w, https://substackcdn.com/image/fetch/$s_!fsBV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffa87267d-f7c3-4111-952e-061d55b7cecb_1350x959.webp 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Credit: Mesa Schumacher</figcaption></figure></div><h3>The era of BCI and consciousness</h3><p>The potential of neural decoding to uncover hidden consciousness&#8212;freeing assessments from rigid brain maps or patient effort&#8212;echoes breakthroughs seen in invasive brain-computer interfaces (BCIs). BCI systems, by decoding the neural signatures of awareness, give us the tools to uncover not just whether someone is conscious, but how they experience their world. Research with implanted BCIs, for instance, has shown that individuals with severe motor limitations can share their thoughts by choosing responses via computer systems (<a href="https://doi.org/10.1038/nature11076">Hochberg et al., 2012</a>), revealing how technology can tap directly into conscious states. Similarly, neural decoding methods, like those reconstructing speech or concepts from brain activity (<a href="https://doi.org/10.1038/s41593-023-01304-9">Tang et al., 2023</a>), highlight how awareness exists on a spectrum, not just as a simple "on" or "off." Both approaches underscore a critical shift: moving beyond essential detection to understanding how patients experience their world. By blending neural decoding&#8217;s ability to detect subtle awareness with BCIs&#8217; capacity for interactive communication, future tools could empower patients to demonstrate consciousness and actively engage in their care&#8212;transforming rehabilitation and offering new ways to bridge inner thoughts with outward expression.</p><h3>BCIs and the Detection of Consciousness in Non-Responsive Patients</h3><p>A central focus in BCI research concerning consciousness is the evaluation of patients with disorders of consciousness (DoC), particularly those in minimally conscious states (MCS) or unresponsive wakefulness syndrome (UWS), also known as a vegetative state. Patients in these conditions lack awareness, complicating diagnosis and treatment. BCI technologies based on EEG and fMRI systems have become essential for identifying "covert consciousness," a condition where patients maintain awareness yet are unable to respond.</p><p>Few of the recent studies show good promise of using brain-computer interfaces (BCIs) for detecting consciousness in unresponsive patients. <a href="https://doi.org/10.3389/fnins.2022.959339">Spataro et al. (2022)</a> had used a vibrotactile P300-based BCI system to identify command-following in patients who otherwise could not communicate. <a href="http://dx.doi.org/10.1016/j.artmed.2013.07.003">Pokorny et al. (2013)</a> investigated EEG-based auditory P300 paradigms, demonstrating that single-switch BCIs may be a communication tool for minimally conscious patients by circumventing motor impairments. For a more comprehensive overview of EEG and fMRI-based BCI techniques used to evaluate awareness in patients with severe brain injuries, including key challenges like false negatives in detecting covert consciousness read <a href="https://doi.org/10.1016/B978-0-444-63934-9.00011-1">Annen et al. (2020)</a> </p><p>Also, hybrid BCI approaches integrating various neural response modalities have been proposed to enhance detection accuracy. <a href="https://doi.org/10.1088/1741-2552/abf00c">Huang et al. (2021)</a> created a hybrid asynchronous brain-computer interface system that integrates P300 and steady-state visual-evoked potentials (SSVEP), facilitating real-time yes/no communication with patients in a state of disorders of consciousness (DOC). Interestingly, the Coma Recovery Scale-Revised scores of the patients also improved after the experiment. In another complementary study, <a href="https://doi.org/10.1186/s12883-018-1144-y">Xie et al. (2018)</a> used a gaze-independent audiovisual BCI, employing event-related potentials (P300, N400) to evaluate the level of awareness in patients with disorders of consciousness. These studies show how BCI-based techniques are becoming more sophisticated in assessing patients who would be challenging to diagnose otherwise.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!i312!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!i312!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png 424w, https://substackcdn.com/image/fetch/$s_!i312!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png 848w, https://substackcdn.com/image/fetch/$s_!i312!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png 1272w, https://substackcdn.com/image/fetch/$s_!i312!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!i312!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png" width="949" height="429" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:429,&quot;width&quot;:949,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:195665,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/161361165?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F701fa77e-963a-49e1-b50b-ae6483f2e265_949x486.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!i312!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png 424w, https://substackcdn.com/image/fetch/$s_!i312!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png 848w, https://substackcdn.com/image/fetch/$s_!i312!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png 1272w, https://substackcdn.com/image/fetch/$s_!i312!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7bc6bb45-0f81-4275-8db3-d9dc60cdab42_949x429.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Credit: Springer Nature</figcaption></figure></div><div><hr></div><h3>Challenges and Future Directions</h3><p>Despite significant progress, some fundamental challenges with BCIs for decoding consciousness still exist. One considerable drawback is the possibility of false negatives&#8212;instances where a BCI overlooks consciousness in a patient who is, in fact, aware. Studies such as <a href="https://doi.org/10.3389/fnhum.2022.1040816">Galiotta et al. (2022)</a> highlight the variability in EEG signal strength and patient involvement as issues that must be handled to increase practical relevance. Another issue is finding the exact neural correlates of consciousness (NCCs) that can be studied with BCI. Many current studies have simply differentiated between the conscious and unconscious states instead of finding the fundamental neural processes that make awareness possible.</p><p>However, the ongoing integration of multimodal BCIs, such as fMRI-EEG hybrids enhancing the sensitivity and specificity of consciousness detection, is a promising avenue. Advancements in tailored machine learning algorithms could also lower individual variation in BCI response readings, enabling more substantial clinical evaluation uses. For enhanced patient-specific evaluations, particularly in completely locked-in syndrome (CLIS) patients, <a href="https://doi.org/10.3390/brainsci13010065">Adama &amp; Bogdan (2022)</a> suggest specialized clustering algorithms to precisely identify individual consciousness transitions.</p><h3>Conclusion</h3><p>Decoding consciousness is not easy. Brain-computer interfaces and other recent advancements in neuroscience have transformed how we understand and evaluate consciousness. These advances have had many uses, from diagnosing covert awareness in the clinic to more theoretical research into neural decoding and non-cortical consciousness (NCCs). Many recent studies focus on using BCIs to find out if patients who aren't responding are aware of what's going on. Still, new research directions are opening up, especially in improving functional connectivity analysis and machine learning-based decoding. Despite current challenges, the track of BCI research shows that as detection methods get more precise and theoretically grounded, they will keep giving crucial insights into one of the greatest scientific mysteries&#8212;<strong>the nature of human consciousness.</strong></p><div><hr></div><h3><strong>&#128294;Contributor Spotlight&#128294;</strong></h3><p>We&#8217;re excited to spotlight <strong><a href="https://www.linkedin.com/in/ankan-biswas-45357685/">Ankan Biswas</a></strong>, a final-year graduate student at the Centre for Neuroscience, Indian Institute of Science. Ankan&#8217;s research explores the fascinating role of brain oscillations in meditation and color processing&#8212;an intersection of cognition, perception, and consciousness.</p><p>His work reflects a deep curiosity for the rhythms of the brain and how they shape our experience of the world. Whether decoding altered states or unraveling sensory processing, Ankan is contributing to a more nuanced understanding of the human mind.</p><div><hr></div><h3><strong>&#127775; </strong><em><strong>Neurotech Pulse Special Edition: Call for Contributions!</strong></em></h3><blockquote><ul><li><p>Calling all researchers and writers! Want to showcase your work in our upcoming <em>Neurotech Insights</em> edition? Reach over 5,000+ neurotech enthusiasts by sharing your innovative research. Submit your details and work to saman.nawaz@nexstem.ai</p></li></ul></blockquote><div class="pullquote"><p><em><strong>&#10084;&#65039;</strong> Join us on <a href="https://discord.gg/R7MzTQWPE7">Discord</a>.<br><br><br><br>Thanks for reading Neurotech Pulse! Subscribe for free to receive new posts.</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://neurotechpulse.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://neurotechpulse.substack.com/subscribe?"><span>Subscribe now</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[Decoding Flow: Neuroscience, Biosignals, and the Ronaldo Effect- Issue 16 〰️]]></title><description><![CDATA["The living body is an electrical machine, and its currents are signs of life itself." &#8211; Luigi Galvani]]></description><link>https://neurotechpulse.substack.com/p/decoding-flow-neuroscience-biosignals</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/decoding-flow-neuroscience-biosignals</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Fri, 28 Feb 2025 15:03:35 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/97c975a7-47cb-4535-b063-deef2cd530f7_1440x1351.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><em>"The living body is an electrical machine, and its currents are signs of life itself."</em> &#8211; Luigi Galvani</p><p>Life is messy. It leaves traces everywhere, organic metabolites, heat, and most intriguingly, electricity. These signals don&#8217;t just confirm the presence of life; they reveal what that life is doing. In this newsletter and a few following ones, we look at how we can catch and interpret some of these signals.</p><p>Amongst these signals, electricity, or bioelectricity as it was called in the 1780s when it was discovered is particularly insightful. Every action of your body, every breath and heartbeat, every eyeblink, and even your thoughts generate weak but distinct electric signals. As your eyes glaze over this line, if we were to put sensors on your forehead we would be able to tell where you are looking. Do you find this article interesting or are you bored already? That too can be interpreted using sensors on your head. All this, completely non-invasively from the signals your body is emitting.</p><p>Detecting body moments and eyeblinks is one thing but thoughts and mental states too? In this newsletter, we dive into something that has often been considered slightly mythical and outside the bounds of science. It&#8217;s known as the flow state.</p><div><hr></div><h3>Cristiano Ronaldo - The Jedi Master?</h3><p><em>&#8220;Do or do not. There is no try&#8221; -</em> Yoda</p><p>Flow state became a topic of heated discussion during Euro 2024 when data suggested that Cristiano Ronaldo could enter it at will.</p><p>During the penalty shootout, when most players' heart rates spike under pressure, Ronaldo&#8217;s heart rate dropped from 170 bpm to just above 100 bpm, a hallmark of flow. He had already missed a penalty earlier, yet in the game&#8217;s most crucial moment, he showed no signs of anxiety.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!PpdD!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbe37e05-3284-4768-b656-e3ba1d34d602_1440x1453.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!PpdD!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbe37e05-3284-4768-b656-e3ba1d34d602_1440x1453.webp 424w, https://substackcdn.com/image/fetch/$s_!PpdD!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbe37e05-3284-4768-b656-e3ba1d34d602_1440x1453.webp 848w, https://substackcdn.com/image/fetch/$s_!PpdD!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbe37e05-3284-4768-b656-e3ba1d34d602_1440x1453.webp 1272w, https://substackcdn.com/image/fetch/$s_!PpdD!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbe37e05-3284-4768-b656-e3ba1d34d602_1440x1453.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!PpdD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbe37e05-3284-4768-b656-e3ba1d34d602_1440x1453.webp" width="430" height="433.88194444444446" 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srcset="https://substackcdn.com/image/fetch/$s_!PpdD!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbe37e05-3284-4768-b656-e3ba1d34d602_1440x1453.webp 424w, https://substackcdn.com/image/fetch/$s_!PpdD!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbe37e05-3284-4768-b656-e3ba1d34d602_1440x1453.webp 848w, https://substackcdn.com/image/fetch/$s_!PpdD!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbe37e05-3284-4768-b656-e3ba1d34d602_1440x1453.webp 1272w, https://substackcdn.com/image/fetch/$s_!PpdD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fbbe37e05-3284-4768-b656-e3ba1d34d602_1440x1453.webp 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Figure 1</figcaption></figure></div><p>This is compelling, but not conclusive. To be sure, we would need his brain activity data. So, what does neuroscience say about flow?</p><h3>What is a flow state?</h3><p><em>"Lose yourself in the moment, you own it, you better never let it go."</em> &#8211; Eminem</p><p>Flow is a mental state where distractions fade, time distorts, and performance reaches extraordinary levels.</p><p>Issac Newton used to go into a focused state while solving problems from which he wouldn&#8217;t emerge for days, forgetting to eat or bathe during this time. Albert Einstein would play violin when he encountered particularly difficult problems. In that state of focus, he could visualize complex problems and their solutions. Benjamin Franklin would keep his mind on a problem, hold a penny, and go into a state of focused sleep (hypnagogic sleep). The sound of the penny drop would wake him up and he would have found the solution by then.</p><p>Flow feels effortless. Tasks unfold smoothly, and time seems to disappear.</p><p>Today, neurotechnology allows us to detect and quantify mental states like flow. With miniaturized electronics, AI, and neuroscience advancements, we are closer than ever to understanding the brain's optimal performance state.</p><h3>Characteristics of flow state</h3><p><em>"The best moments in our lives are not passive, receptive, relaxing times... The best moments occur when a person&#8217;s body or mind is stretched to its limits in a voluntary effort to accomplish something difficult and worthwhile."</em> &#8211; Mihaly Csikszentmihalyi</p><p>A flow state is a subjective experience in which a person is so absorbed in a task that it seems to happen smoothly and automatically. There is no fear or performance pressure in the state of flow. Usually, the individual loses perception of time and their attention levels are high. The task performance is often much above average and there is a sense of satisfaction when the person comes out of flow. (<a href="https://psycnet.apa.org/record/2000-12701-000">Csikszentmihalyi 1975</a>; <a href="https://books.google.co.in/books?hl=en&amp;lr=&amp;id=niWwDwAAQBAJ&amp;oi=fnd&amp;pg=PT7&amp;ots=GMCRsm-H23&amp;sig=bZ2muYVjWRhVgTO4BLafZ6LrKOo&amp;redir_esc=y#v=onepage&amp;q&amp;f=false">Csikszentmihalyi et al., 2020</a>; <a href="https://jneuroengrehab.biomedcentral.com/articles/10.1186/s12984-021-00864-w">Ottiger et al., 2021</a>; <a href="https://jneuroengrehab.biomedcentral.com/articles/10.1186/s12984-021-00864-w">Swann et al., 2012</a>). So, an individual in the flow state would have the following:</p><ul><li><p>Effortless progress</p></li><li><p>Absence of fear or anxiety</p></li><li><p>Distorted perception of time</p></li><li><p>A mix of consciously doing the task and the task happening automatically</p></li><li><p>Autotelic property or a rewarding feeling</p></li><li><p>Reduced awareness of self and surrounding</p></li></ul><h3>What is needed to enter the flow state?</h3><p><em>"Don&#8217;t think. Thinking is the enemy of creativity. It&#8217;s self-conscious, and anything self-conscious is lousy. You can&#8217;t try to do things. You simply must do things."</em>&#8212; Ray Bradbury</p><p>Generally speaking, if the individual is either too anxious about the situation or tries excruciatingly to control their own actions, flow will remain illusive. There has to be a balance of not being anxious while also caring enough about to do the task well; between conscious execution while not trying to focus too hard to do it.</p><p>A novice dancer, focusing on every step, may struggle to enter flow. Meanwhile, an expert, executing movements without overthinking, is more likely to experience it.</p><p>From multiple studies researchers have determined a few conditions that are almost always necessary for people to enter a flow state. (<a href="https://link.springer.com/chapter/10.1007/978-94-017-9088-8_16?utm_source=getftr&amp;utm_medium=getftr&amp;utm_campaign=getftr_pilot&amp;getft_integrator=sciencedirect_contenthosting">Nakamura &amp; Csikszentmihalyi, 2014</a>)</p><ul><li><p><strong>Clear goals</strong> - the task, its outcome and constraints (time, resource etc) need to be predetermined.</p></li><li><p><strong>High concentration</strong> - A non-distracting environment is crucial for entering flow. Once in flow state, it becomes easier to ignore distractions.</p></li><li><p><strong>Balance between difficulty and competence</strong> - If a task is too easy, people get bored or if it&#8217;s too tough then people lose interest. The task should be just challenging enough to keep the individual interested.</p></li><li><p><strong>Immediate feedback about performance</strong> - The individual must be able to assess how well the task is going in a short period of time. The progress has to be measurable like finishing a few reports, debugging a code, directed reading etc.</p></li></ul><p>The presence of these conditions increases the chances of entering flow but doesn&#8217;t guarantee it.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!C2z-!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!C2z-!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp 424w, https://substackcdn.com/image/fetch/$s_!C2z-!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp 848w, https://substackcdn.com/image/fetch/$s_!C2z-!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp 1272w, https://substackcdn.com/image/fetch/$s_!C2z-!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!C2z-!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp" width="512" height="321" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/cbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:false,&quot;imageSize&quot;:&quot;normal&quot;,&quot;height&quot;:321,&quot;width&quot;:512,&quot;resizeWidth&quot;:512,&quot;bytes&quot;:18098,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/158086827?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!C2z-!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp 424w, https://substackcdn.com/image/fetch/$s_!C2z-!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp 848w, https://substackcdn.com/image/fetch/$s_!C2z-!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp 1272w, https://substackcdn.com/image/fetch/$s_!C2z-!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcbab79fd-4369-41eb-943b-c96bb2cea0f1_512x321.webp 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Figure 2: An individual&#8217;s skill level (abilities) must match task difficulty (challenges) to enter flow. (Adapted from Csikszentmihalyi 2021)</figcaption></figure></div><h3>Which parts of the brain influence flow state?</h3><p><em>"The brain is wider than the sky."</em> &#8211; Emily Dickinson</p><p>Researchers have often used the factors mentioned above as a hint towards which part of the brain to look at in order to study the flow state. Since we have some understanding of the cognitive states that people experience in flow, it makes sense to look at brain regions that are associated with these processes.</p><p><strong>Fear and threat response</strong></p><p>The outermost part of the brain is called the cortex. Deeper into the brain, underneath the cortex are the limbic areas which control emotions. The amygdala in particular is responsible for controlling fear responses such as fight-or-flight, encoding fear memories and inducing thoughts about possible negative future consequences. Ulrich et al., 2014 found lowered activation in the amygdala during flow state.</p><p>The power of high beta waves (20-30 Hz) signifies a stressed mental state. EEG studies during and shortly after subjects were in flow state (<a href="https://arxiv.org/abs/1711.06967">Yun et al., 2017</a>; <a href="https://link.springer.com/article/10.1007/s00221-016-4587-7?utm_source=getftr&amp;utm_medium=getftr&amp;utm_campaign=getftr_pilot&amp;getft_integrator=sciencedirect_contenthosting">Wollseiffen et al., 2016</a>).</p><p>This is supported by psychophysiological studies which show lower activation of the stress response system during flow. Further, this is in line with what we know from experiential reports of flow state. Individuals do not feel fear or anxiety in a state of flow. If anything, these strong negative emotions can hamper a person&#8217;s chances of entering the flow state.</p><p>Perhaps this is why Cristiano takes the iconic deep breaths before shooting a penalty kick, to suppress the fear response. Atleast according to the heart rate data this seems to be very effective.</p><p><strong>Attentional Networks</strong></p><p>A hallmark of flow state is laser-like attention. Individuals become hyper focused on the task to the point of having a reduced sense of their surroundings and themselves. Attentional areas, particularly the orienting network and the alerting network have been implicated.</p><p>The orienting network is responsible for target selection towards which attention is directed and includes the superior parietal cortices, the temporal-parietal junction and the frontal eye fields (<a href="https://doi.org/10.1146/annurev.psych.58.110405.085516">Posner &amp; Rothbart, 2007</a>).</p><p>The alerting network increases and maintains attention levels and include locus coeruleus and right frontal and parietal cortices (<a href="https://doi.org/10.1146/annurev.psych.58.110405.085516">Posner &amp; Rothbart, 2007</a>)</p><p>EEG studies (<a href="https://doi.org/10.3389/fpsyg.2018.00300">Katahira et al., 2018</a>; <a href="https://doi.org/10.5220/0006926700420053">Knierim et al., 2018</a>) show that during flow state there is an increase in theta (4-8 Hz) and alpha (8-12 Hz) activity in the frontal part of the brain. Alpha activity is a sign of relaxed calmness while theta waves are associated with creative problem solving and quiet wakefulness. When people have a fresh mind, early in the morning after waking up theta activity tends to be high.</p><p><strong>Motivation</strong></p><p>Regions of the brain that control motivation are responsible for giving us a &#8220;mental reward" when we achieve something. Since flow state experiences tend to be autotelic (feels good in and of itself) and sometimes almost addictive, it makes sense to look at these areas.</p><p>Flow state has been linked to D2 dopamine receptors (D2R) in the striatum, with higher D2R availability correlating with more frequent flow experiences (<a href="https://doi.org/10.1016/j.neuroimage.2012.10.072">de Manzano et al., 2013</a>). Dopamine not only drives reward processing but also serves as a precursor to norepinephrine (NE), a key regulator of attention via the locus coeruleus-norepinephrine (LC-NE) system (<a href="https://doi.org/10.1002/cne.20723">Aston-Jones &amp; Cohen, 2005</a>). This system determines whether the brain sustains or disengages from a task based on reward feedback.</p><p>The dopaminergic reward system and LC-NE system work together to initiate, maintain, and disrupt flow states. Dopamine signals task motivation, while the LC-NE system modulates sustained engagement. This interplay may explain why individuals with greater striatal dopaminergic activity are more prone to flow, as their brains are better tuned for sustained cognitive performance. (<a href="https://www.sciencedirect.com/science/article/pii/S0010945222001836#bib42">Benarroch, 2009</a>; <a href="https://doi.org/10.3389/fnmol.2019.00334">Ranjbar-Slamloo &amp; Fazlali, 2020</a>)</p><h3>Can we train ourselves to enter flow?</h3><p><em>"We are what we repeatedly do. Excellence, then, is not an act, but a habit."</em> &#8211; Will Durant</p><p>Since now we can quantify the behavioural effects of the flow state and detect brain activity which go along with it we should be able to train ourselves to enter flow state. Even after controlling for all factors it is never guaranteed that we may achieve this state but we can certainly increase the chances.</p><p><strong>Expertise</strong> - As we saw earlier, if we are not adept at a task then there is no hope of achieving flow state. Whatever the activity we need a certain level of competence which we must develop.</p><p><strong>Reduce distractions</strong> - It takes time to get into the zone and disruptions are a total killer. Being absolutely dialed in is essential.</p><p><strong>Neurofeedback</strong> - One secret hack that Cristiano uses is to use neurofeedback to get into a mental state where he is likely to enter flow. Neurofeedback devices can tell you whether you are in the right mental zone (high theta and alpha, low frontal beta). Through practice it becomes easier to enter the zone during the actual scenario.</p><p><strong>Brain Stimulation</strong> - Since we have some ideas about which parts of the brain are either more or less active, non-invasive brain stimulation can be used to induce these effects. <a href="https://doi.org/10.1016/j.bbr.2021.113244">Gold and Ciorciari (2019)</a> used transcranial direct current stimulation to decrease and increase the activity of the dorsolateral prefrontal cortex and right parietal cortex respectively. This increased the likelihood of participants entering flow state as they played video games.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Tw6U!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Tw6U!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp 424w, https://substackcdn.com/image/fetch/$s_!Tw6U!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp 848w, https://substackcdn.com/image/fetch/$s_!Tw6U!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp 1272w, https://substackcdn.com/image/fetch/$s_!Tw6U!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Tw6U!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp" width="1200" height="679" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:679,&quot;width&quot;:1200,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:39368,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://nexstem.substack.com/i/158086827?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Tw6U!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp 424w, https://substackcdn.com/image/fetch/$s_!Tw6U!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp 848w, https://substackcdn.com/image/fetch/$s_!Tw6U!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp 1272w, https://substackcdn.com/image/fetch/$s_!Tw6U!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F66d158d1-eb41-4ff4-addb-846a7abaaa88_1200x679.webp 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Figure 3 : Illustration of neurofeedback which can be used to train an individual to enter flow state. Signals from EEG sensors are interpreted real-time and audio-visual feedback is used to reward, reinforce and guide subjects into a focused state.</figcaption></figure></div><div><hr></div><h3>Final Thought: Mastering Flow &#8211; The Future of Human Performance</h3><p><em>"Flow is the secret to happiness."</em> &#8211; Mihaly Csikszentmihalyi</p><p>Flow is more than just peak performance&#8212;it is the key to deep satisfaction, creativity, and effortless productivity. Whether in sports, science, music, or even everyday tasks, the ability to enter flow can elevate human potential beyond what we currently believe possible.</p><p>For centuries, individuals have stumbled into flow by chance, relying on practice, intuition, or environmental conditions to trigger this state. But now, with advances in neurotechnology, real-time brain monitoring, and AI-powered feedback systems, we are moving toward a future where flow can be trained, optimized, and even induced on demand.</p><p>Imagine a world where students, professionals, and athletes could deliberately enter flow at will, accessing their highest levels of cognitive and physical performance whenever needed. From cutting-edge brain stimulation techniques to wearable neurofeedback devices, the next frontier of human optimization lies in harnessing this elusive state.</p><p>Flow is not just a fleeting experience, it is a trainable skill, a mental discipline, and perhaps the next great leap in human capability. The question is no longer <em>if</em> we can control flow, but <em>how soon</em> we will master it.</p><div><hr></div><h3><strong>&#128294;Contributor Spotlight&#128294;</strong></h3><p>We are excited to feature <strong><a href="https://www.linkedin.com/in/soumya-bhattacharjeerjee-41934562/">Soumya Bhattacharjee</a></strong>, a Neuroscience PhD from NCBS, TIFR, and an M.E. from BITS Pilani. With expertise in behavioral neuroscience, AI-driven brain research, and data analysis, Soumya has been at the forefront of integrating neuroscience with artificial intelligence.</p><p>His work focuses on advancing brain data interpretation, driving research-led innovation, and expanding the frontiers of human-computer interaction. Transitioning from academia to entrepreneurship, he has led pilot projects, forged strategic partnerships, and contributed to cutting-edge neurotech applications shaping the future of the field.<br></p><div><hr></div><h3><strong>&#127775; </strong><em><strong>Neurotech Pulse Special Edition: Call for Contributions!</strong></em></h3><blockquote><ul><li><p>Calling all researchers and writers! Want to showcase your work in our upcoming <em>Neurotech Insights</em> edition? Reach over 5,000+ neurotech enthusiasts by sharing your innovative research. Submit your details and work to saman.nawaz@nexstem.ai</p></li></ul></blockquote><div class="pullquote"><p><em>&#10084;&#65039; Join us on <a href="https://discord.gg/R7MzTQWPE7">Discord</a>.<br><br><br><br>Thanks for reading Neurotech Pulse! Subscribe for free to receive new posts.</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://neurotechpulse.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://neurotechpulse.substack.com/subscribe?"><span>Subscribe now</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[2024’s Top Neurotech Innovations: Key Breakthroughs and What Lies Ahead- Issue #13 ]]></title><description><![CDATA[As 2024 closes, we thank you, our passionate neurotech community, for your unwavering support.]]></description><link>https://neurotechpulse.substack.com/p/2024s-top-neurotech-innovations-key</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/2024s-top-neurotech-innovations-key</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Sat, 30 Nov 2024 15:00:58 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/6377fd23-d3d5-446e-b4f1-9fb03506fe25_1440x675.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>As we wrap up 2024, we want to extend our heartfelt gratitude to you, our incredible community of neurotech enthusiasts, researchers, and innovators. Your support, engagement, and passion have fueled our journey, making each newsletter a celebration of groundbreaking discoveries and advancements in brain-computer interfaces and neuroscience. It&#8217;s because of your curiosity and commitment to the future of neurotechnology that we have been able to share, learn, and grow together. Thank you for being an essential part of Neurotech Pulse this year!</p><p>Reflecting on 2024: Transformative Advancements in Neurotechnology</p><p>This year has been filled with significant milestones and insights that have shaped the neurotech space.</p><div><hr></div><h3><strong>&#127942;Key Players in 2024<br></strong></h3><ul><li><p><strong>Blackrock Neurotech</strong> achieved a groundbreaking milestone by restoring speech to a patient with ALS through their innovative text-to-speech BCI implant. This device enabled the patient to communicate at a rate of 32 words per minute using a vocabulary of 125,000 words, marking a significant advancement in using neurotechnology to restore vital communication abilities for individuals with neurodegenerative diseases. <a href="https://www.reuters.com/business/healthcare-pharmaceuticals/text-to-speech-brain-implant-restores-als-patients-voice-2024-08-14/">(Read more)</a></p></li><li><p><strong>Synchron</strong> made significant strides this year by enabling ALS patients to control devices like Apple&#8217;s Vision Pro and Amazon Alexa purely through thought. Using a non-invasive approach, electrodes are implanted via the jugular vein to the motor cortex, eliminating the need for invasive surgery. This advancement allows individuals with severe mobility limitations to interact hands-free with their environment, enhancing accessibility and independence for those with paralysis. <a href="https://www.businesswire.com/news/home/20240730923591/en/Synchron-Announces-First-Use-of-Apple-Vision-Pro-with-a-Brain-Computer-Interface/">(Read more)</a></p></li><li><p><strong>Paradromics</strong>: Preparing for human trials in 2025, Paradromics is developing a high-bandwidth BCI that targets communication with large groups of neurons. The company's focus on creating devices capable of transmitting vast amounts of data could have significant applications in neuroprosthetics, enabling more precise control for patients with neurological disorders and advancing cognitive research. <a href="https://www.cnbc.com/video/2024/06/20/paradromics-wants-to-make-brain-implants-a-reality-before-the-end-of-the-decade.html">(Read more)</a></p></li><li><p><strong>Medtronic</strong> solidified its position as a key player in neurotechnology through advancements in neurostimulation devices. The company enhanced its deep brain stimulation (DBS) systems crucial for treating conditions like Parkinson&#8217;s disease and epilepsy. Notably, Medtronic integrated artificial intelligence into its solutions, enabling personalized treatment plans that adapt to real-time patient data. Their commitment to ongoing clinical trials exploring DBS for mental health conditions further expands the therapeutic landscape. (<a href="https://news.medtronic.com/press-releases">Read more</a>)</p></li><li><p><strong>Precision Neuroscience</strong> Introduced its Layer 7 Cortical Interface at the Society for Neuroscience conference, allowing unprecedented access to neural patterns in the motor cortex. This minimally invasive technology could reshape neurological treatment and rehabilitation. (<a href="https://precisionneuro.io/">Read more</a>)</p></li><li><p><strong>Neuralink</strong> achieved significant breakthroughs this year, including the successful implantation of its N1 brain implant in two U.S. patients, allowing them to control external devices like video games and 3D design tools using their thoughts. This achievement, combined with receiving the FDA's "breakthrough device" designation for its vision-restoring implant, highlights Neuralink's leadership in assisting individuals with neurological impairments. Furthermore, the company expanded its clinical research internationally with the approval of the CAN-PRIME study in Canada, aimed at helping individuals with quadriplegia regain control over digital devices. Neuralink&#8217;s continuous progress in clinical trials and international research solidifies its pivotal role in the rapidly advancing neurotech landscape. (<a href="https://interestingengineering.com/science/neuralink-bci-interface-control-robot-arm">Read more</a>)</p></li></ul><div><hr></div><h3><strong>&#127942;</strong>Key Startups of 2024<br></h3><ul><li><p><strong>Sonera</strong> has made a significant impact in the field of magnetic muscle sensing, particularly with its S1 chip, which enables gesture recognition in wearable devices like smartwatches, smart glasses, and earbuds. This innovation enhances user interaction with immersive technologies by leveraging magnetic muscle sensing (MMG), which is more reliable and generalizable than traditional methods like surface electromyography (sEMG). The company's ability to achieve high gesture classification accuracy with minimal calibration positions it as a key player in the next wave of human-computer interfaces.  (<a href="https://www.sonera.io/post/magnetic-muscle-sensing-for-human-computer-interaction">Read more</a>)</p></li><li><p><strong>Neurable</strong>'s collaboration with Master &amp; Dynamic on the MW75 Neuro headphones stood out as a significant milestone in consumer neurotechnology. By integrating brain-computer interface capabilities into high-end noise-canceling headphones, the product offered users a way to monitor emotional states and improve mental focus seamlessly. This advancement showcased the potential of neurotechnology in everyday devices, moving beyond experimental applications to practical, accessible tools. Additionally, Neurable's $13 million venture funding supported its development efforts, underscoring its pivotal role in driving the adoption of emotion-aware technology in both consumer and enterprise markets. (<a href="https://www.neurable.com/news/neurable-and-master-dynamic-launch-mw75-neuro-first-consumer-grade-brain-computer-interface-headphones">Read more</a>)</p></li><li><p><strong>Elemind</strong> stands out due to its groundbreaking application of real-time phase-locked stimulation to address sleep disorders and broader neurological challenges. By leveraging advanced EEG technology and AI-driven algorithms, their wearable device tracks brain activity and delivers acoustic stimulation precisely aligned with individual brainwaves, enabling users to transition into sleep states naturally and safely. Founded by leading MIT researchers, Elemind combines rigorous scientific validation with a user-friendly design. With applications ranging from improving memory to managing essential tremors, the startup is not only addressing critical health needs but also laying the groundwork for a versatile platform for brain health and performance enhancement.  (<a href="https://news.mit.edu/2024/startup-elemind-helps-people-fall-asleep-0925">Read more</a>)</p></li></ul><div><hr></div><h3><strong>&#128640;Major Breakthroughs of 2024</strong></h3><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!sTPe!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!sTPe!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png 424w, https://substackcdn.com/image/fetch/$s_!sTPe!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png 848w, https://substackcdn.com/image/fetch/$s_!sTPe!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png 1272w, https://substackcdn.com/image/fetch/$s_!sTPe!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!sTPe!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png" width="1456" height="548" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:548,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:200969,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!sTPe!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png 424w, https://substackcdn.com/image/fetch/$s_!sTPe!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png 848w, https://substackcdn.com/image/fetch/$s_!sTPe!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png 1272w, https://substackcdn.com/image/fetch/$s_!sTPe!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F6d37999f-5d54-4069-92ab-feb3e4ae7741_1866x702.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg aria-hidden="true" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a><figcaption class="image-caption">Image: World Economic Forum</figcaption></figure></div><ol><li><p><strong>Wearable Neurotechnology Advances</strong>: The wearable neurotechnology market experienced significant growth this year, driven by advancements in non-invasive solutions for mental health and pain management. Companies like <strong>Flow Neuroscience</strong> and <strong>Neurovalens</strong> developed innovative devices addressing conditions such as depression, anxiety, and sleep disorders, providing therapeutic benefits without the side effects of traditional medications. Meanwhile, <strong>Samphire Neuroscience</strong> made waves with <em><strong>Nettle</strong></em>, the world&#8217;s first medical-grade, drug-free solution for managing PMS and menstrual pain. As mental health and wellness awareness rises, these technologies gained traction among consumers and healthcare providers, bolstered by recent regulatory approvals. This convergence of technology and healthcare presents exciting opportunities for innovation, positioning wearable neurotechnology as a potential mainstream solution for diverse health challenges. (<a href="https://techcrunch.com/2024/10/13/how-a-medtech-market-opportunity-is-shaping-up-for-wearable-neurotech/">Read more)</a> </p></li><li><p><strong>Neurogaming and Entertainment</strong>: Neurogaming continues to evolve, with Brain-Computer Interfaces (BCIs) transforming how we play and experience games. <strong>Emotiv's</strong> EPOC X headset enabled thought-controlled gameplay, which is showcased in titles like <em>Elden Ring</em>. <strong>OpenBCI&#8217;s</strong> Galea headset integrated EEG data with VR/AR for neuroadaptive gaming. Meanwhile, <strong>Valve</strong> and <strong>Varjo</strong> explored neural interfaces for enhanced immersion in mixed reality.</p><p>This year marks a pivotal moment in gaming, where emotion and cognition seamlessly merge with virtual worlds, creating experiences that feel truly personal. <a href="https://atelier.net/insights/mind-control-future-gaming">(Read More)</a></p></li><li><p><strong>AI's Integration with Neurotechnology</strong>: AI made remarkable progress this year, transforming healthcare, diagnostics, and accessibility. Researchers at <strong>Kobe University</strong> achieved a remarkable 95% accuracy in predicting mouse movements from brain scans using AI algorithms, paving the way for improved diagnostics and cognitive therapies. The <strong>NHS AI Lab</strong> integrated AI into clinical tasks and medical imaging analysis, streamlining workflows for more efficient patient care. In another notable development, researchers at the <strong>University of Edinburgh</strong> and the <strong>University of Dundee</strong> analyzed over 1.6 million brain scans to create a predictive tool for dementia risk as part of the NEURii initiative. Additionally, <strong>Synchron</strong> introduced a chat feature powered by <strong>OpenAI's</strong> generative AI within its BCI platform, enabling real-time communication for users with severe paralysis. These advancements highlight just a few of the many ways AI is accelerating progress in neurotechnology, offering new possibilities for treatment, diagnostics, and patient interaction.</p></li></ol><div><hr></div><h3><strong>&#9878;&#65039; The Ethical Landscape of Neurotechnology</strong></h3><p>         As neurotechnology advances, ethical considerations surrounding privacy, data security, informed consent, and the potential misuse of neural data have become increasingly urgent. The ability to decode, manipulate, and store brain activity raises profound questions about individual autonomy and the ownership of mental information. Organizations such as DARPA and MIT&#8217;s McGovern Institute are advocating for frameworks that balance innovation with ethical responsibility. Similarly, groups like the Neuroethics Society and the World Economic Forum are working to establish global standards for regulating the emerging neurotech ecosystem, with a focus on commercial applications of neurofeedback systems and brain-computer interfaces.</p><p>In addition, UNESCO has emerged as a key player in addressing the ethical dimensions of neurotechnology at a global scale. By drawing on multidisciplinary expertise and emphasizing human rights, dignity, and well-being, UNESCO's draft recommendations on the ethics of neurotechnology propose a comprehensive framework to guide responsible innovation. These guidelines aim to address challenges such as data anonymization, equitable access, and the integration of artificial intelligence while fostering a shared understanding of ethical practices in this transformative field. (<a href="https://unesdoc.unesco.org/ark:/48223/pf0000391444">Read More</a>) </p><div><hr></div><h3><strong>&#128302; Looking Forward: What&#8217;s Next for Neurotechnology in 2025?<br></strong></h3><p>As we move into 2025, the neurotechnology landscape is poised for even greater advancements:</p><ul><li><p><strong>Continued AI Integration</strong>: The fusion of AI and neurotech could enable mind-driven interfaces for smart devices. Imagine controlling your Tesla's navigation system or summoning an Uber with just your thoughts, translating brain signals into actionable commands. Such integrations could redefine accessibility and convenience in our daily lives.</p></li><li><p><strong>Personalized BCI Solutions</strong>: Brain-computer interfaces (BCIs) might integrate with platforms like Spotify, offering personalized playlists based on your mood or mental state. For instance, if sensors detect stress, you might receive a curated playlist of calming tunes or mindfulness tracks, transforming entertainment into an emotionally attuned experience.</p></li><li><p><strong>Growth of Neurofeedback Applications</strong>: Neurofeedback could expand beyond mental health therapy into professional training and personal development. For example, pilots or surgeons could use neurofeedback to maintain peak focus under stress, or athletes could fine-tune their mental states for optimal performance during high-stakes moments.</p></li><li><p><strong>Regulatory Developments</strong>: As these technologies permeate everyday life, we may see the creation of neuro-rights frameworks protecting mental privacy and brain data ownership. For instance, regulations might require explicit consent before neuro data collected by BCIs can be shared with third parties, ensuring ethical use while fostering innovation.</p></li><li><p><strong>Collaborative Research Initiatives</strong>: Cross-industry partnerships could lead to transformative breakthroughs, such as wearable neurotech devices that monitor early signs of neurodegenerative diseases like Alzheimer&#8217;s. Imagine your smartwatch not only tracking your steps but also analyzing brain activity to provide early warnings for cognitive decline, potentially saving lives through early intervention.<br></p></li></ul><p>2024 has been a landmark year for neurotechnology marked by significant breakthroughs that promise to transform healthcare and enhance human capabilities. As we look forward to 2025, the continued evolution of BCIs offers exciting possibilities for improving lives while raising important ethical considerations that must be addressed. Thank you for being part of our journey this year! We look forward to bringing you more insights and updates as we enter another exciting year in neurotechnology! </p><div><hr></div><h3><strong>&#127775; Nexstem Announcements</strong></h3><blockquote><ul><li><p><strong>Celebrating 1 Year of Neurotech Pulse!</strong> &#127881;</p><p>We&#8217;re thrilled to mark this milestone with our incredible community of neurotech enthusiasts! As we look ahead, we&#8217;d love to hear from YOU! Whether it&#8217;s sharing feedback or discussing a potential collaboration, let&#8217;s connect.</p><p>&#128197; Feel free to book a meeting directly with me through this <a href="https://calendly.com/saman-nawaz-nexstem/30min">calendar link</a> or drop me an email at <strong>saman.nawaz@nexstem.ai</strong>.</p></li></ul></blockquote><div class="pullquote"><p><em>&#10084;&#65039; Join us on <a href="https://discord.gg/R7MzTQWPE7">Discord</a>.<br><br><br><br>Thanks for reading Neurotech Pulse! Subscribe for free to receive new posts.</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://neurotechpulse.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://neurotechpulse.substack.com/subscribe?"><span>Subscribe now</span></a></p><p></p></div><p></p>]]></content:encoded></item><item><title><![CDATA[AI and Brainwaves: Synchron's Breakthroughs & More 💡- Issue #09]]></title><description><![CDATA[Welcome to the latest edition of Neurotech Pulse - Issue #09!]]></description><link>https://neurotechpulse.substack.com/p/ai-and-brainwaves-synchrons-breakthroughs</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/ai-and-brainwaves-synchrons-breakthroughs</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Wed, 31 Jul 2024 15:01:13 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/df11fbd4-1aa3-4144-8a23-6ddb644ca3a2_960x644.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to the latest edition of Neurotech Pulse - Issue #09! In this issue, we highlight Synchron&#8217;s integration of OpenAI&#8217;s generative AI into its BCI platform, offering a game-changing chat feature for users with severe paralysis. Discover how daily naps and brain training can reduce dementia risk, as detailed in Professor Mohamed I. Elmasry&#8217;s new book. Explore how Big Tech is pushing the boundaries of neurotechnology, with significant strides from Neuralink, Apple, and Meta, and the associated privacy concerns. Learn about the Tel Aviv University breakthrough enabling silent speech through thought, advances in paralysis treatment, and Neuralink&#8217;s upcoming brain implant despite previous setbacks. Plus, check out our featured case study on NeuroSky and exciting educational events.</p><p>Join us as we explore the cutting-edge developments shaping the future of neurotechnology.</p><h3>&#129504; Neurotech Trends:</h3><ol><li><p><strong>Synchron Announces Brain-Computer Interface Chat Feature Powered by OpenAI: </strong>Synchron has integrated generative AI from OpenAI into its BCI platform, introducing a chat feature that allows users with severe paralysis to communicate hands-free and in real-time, without needing eye trackers or voice control. The feature generates personalized prompts based on contextual inputs, including user emotions, and enhances the autonomy of individuals with motor impairments. (<a href="https://www.businesswire.com/news/home/20240711493318/en/Synchron-Announces-Brain-Computer-Interface-Chat-Feature-Powered-by-OpenAI?utm_source=substack&amp;utm_medium=email">Learn more</a>) </p></li><li><p><strong>Daily Naps and Brain Training Reduce Dementia Risk: </strong>A new study highlights that exercising our brains with daily habits like naps and memory workouts, rather than relying on smartphones, can reduce the risk of age-related dementia. Professor Mohamed I. Elmasry&#8217;s book, "iMind: Artificial and Real Intelligence," emphasizes the unmatched capabilities of human intelligence and offers practical tips for boosting brain power and maintaining real intelligence. (<a href="https://neurosciencenews.com/nap-brain-training-dementia-26472/">Learn more</a>). </p></li><li><p><strong>Big Tech Sees Neurotechnology as Its Next AI Frontier:</strong> AI is driving significant advancements in neurotechnology, with major strides from companies like Neuralink, Apple, and Meta. Innovations include devices that translate brain signals into actions and promising non-invasive technologies. The neurotech market is booming, projected to exceed $55 billion by 2032. However, these developments also raise privacy concerns, leading to debates and legislative efforts to protect mental privacy. (<a href="https://finance.yahoo.com/news/big-tech-sees-neurotechnology-as-its-next-ai-frontier-100022978.html?fr=sycsrp_catchall">Read more</a>) </p></li></ol><div><hr></div><h3>&#128216; Neurotech Articles:</h3><ol><li><p><strong>Breaking Silence: Giving the Silent a Voice Through Thoughts:</strong> Researchers from Tel Aviv University have enabled a silent person to produce speech using thought alone. Depth electrodes implanted in the participant's brain transmitted electrical signals to a computer, which then vocalized imagined syllables. This breakthrough offers hope for paralyzed individuals to regain speech and represents a significant step toward brain-computer interfaces for voluntary communication. (<a href="https://neurosciencenews.com/bci-voice-thought-26451/">Read more</a>) </p></li><li><p><strong>Chip Implants and Other Therapies Show Promise to Treat Paralysis</strong>: Advances in treating paralysis include implants, stem cells, and molecular therapies. Historical methods like the 1780s electrical signals have evolved into advanced devices like brain pacemakers and digital bridges. Recent developments include Neuralink's chip, which has restored some vision and mobility, though independent evaluations are still pending. Tiny module implants and stem cell treatments show mixed but promising results. The field is progressing toward combining therapies for improved outcomes while acknowledging the brain's complexity and the need for realistic expectations. (<a href="https://www.discovermagazine.com/mind/chip-implants-and-other-therapies-show-promising-to-treat-paralysis">Read more</a>)</p></li><li><p><strong>Musk Says Next Neuralink Brain Implant Expected Soon, Despite Issues with the First Patient: </strong>Elon Musk's brain tech startup Neuralink plans to implant its system in a second human patient soon. The first implant, involving 64 threads to record neural signals, faced hardware issues with only about 15% of channels functioning. Despite these challenges, the implant has enabled the patient to engage in activities such as watching videos and playing games. Neuralink is making adjustments to address hardware problems, including refining the implantation process to reduce thread retraction. <a href="https://www.cnbc.com/2024/07/10/musk-says-next-neuralink-brain-implant-expected-in-next-week-or-so.html">(Read more)</a></p></li></ol><div><hr></div><h3><strong>&#127760; Neurotech Edu. and Events:</strong></h3><ol><li><p><strong>BCI &amp; NEUROTECHNOLOGY SPRING SCHOOL 2025</strong>: Register for the event taking place on Apr 28-May 7, 2025.<strong> (</strong><a href="https://www.linkedin.com/events/bci-neurotechnologyspringschool7199704720125370369/comments/">Register here</a><strong>).</strong></p></li><li><p>BR41N.IO Designers Hackathon at IEEE SMC 2024: Register for the Hackathon taking place on Oct 6, 2024. (<a href="https://www.linkedin.com/events/br41n-iodesginers-hackathonatie7210974147055669248/about/">Register here</a>).</p></li></ol><div><hr></div><h3><strong>&#127916;Case Studies</strong></h3><p><strong>Case Study Spotlight: NeuroSky's Pioneering Advances in Cognitive Monitoring</strong></p><p>In this edition's case study spotlight, we delve into NeuroSky, a leading innovator in the field of biosensor technology and EEG-based solutions. Founded in 2004 and based in Silicon Valley, NeuroSky has made significant strides in making advanced biosensor technologies accessible and effective for a range of applications.</p><p><strong>Overview:</strong> NeuroSky specializes in developing electroencephalogram (EEG) and electrocardiogram (ECG) biosensors that facilitate the measurement and analysis of brain and cardiac activity. The company&#8217;s flagship products, including the MindWave Mobile 2 headset, are designed to provide actionable insights into cognitive states, stress levels, and overall well-being. NeuroSky&#8217;s technologies enable users to capture, quantify, and interpret a broad spectrum of health metrics, empowering them to make informed decisions about their health and wellness.</p><p><strong>Use Case Highlights:</strong></p><ul><li><p><strong>MindWave Mobile 2 for Stress Reduction:</strong> Research utilizing the MindWave Mobile 2 headset has demonstrated its effectiveness in reducing stress and anxiety. The headset provides real-time neurofeedback, which has been shown to improve relaxation as measured by pulse rate variability (PRV). A study revealed that participants experienced a significant decrease in stress indicators after using the device, showcasing its potential for home-based stress management.</p></li><li><p><strong>Driver Drowsiness Detection: </strong>NeuroSky&#8217;s MindWave Mobile 2 sensor has also been employed in innovative applications like detecting driver drowsiness. By analyzing EEG data and integrating it with an Arduino UNO board, the system activates an alarm when signs of drowsiness are detected, offering a valuable tool for enhancing road safety.</p></li><li><p><strong>Target Audience:</strong> NeuroSky&#8217;s solutions cater to a diverse audience, including Consumers<strong> </strong>seeking to monitor and improve their health and cognitive states, Developers aiming to incorporate advanced biosensor technology into innovative applications, Researchers focusing on understanding and utilizing EEG and ECG data for various scientific and medical purposes.</p></li></ul><p><strong>Key Partnerships: </strong></p><p>NeuroSky leverages collaboration with several top domestic and international academic institutions to advance their technology from the lab to the marketplace. These partnerships enhance their research capabilities, drive innovation, and facilitate the integration of cutting-edge biosensor technologies into practical applications.</p><p>NeuroSky is led by a dynamic team including KooHyoung Lee, Co-Founder &amp; CTO, who drives technological innovation; Stanley Yang, CEO, who provides strategic leadership and vision; and Jongjin Lim, President &amp; Founder, whose extensive experience and foresight shape the company's growth and direction. Together, they are committed to advancing NeuroSky's mission to revolutionize biosensor technology and expand its applications in various industries.</p><p>For more information about Neusky and its groundbreaking solutions, visit <a href="https://neurosky.com/">NeuroSky</a>.</p><div><hr></div><h3><strong>&#127775; Nexstem Announcements</strong></h3><blockquote><p><a href="https://www.linkedin.com/company/nexstemai/">Nexstem</a> is proud to announce our selection as a Global Finalist in the Best HealthTech category at the <a href="https://www.linkedin.com/company/global-startup-awards/">Global Startup Awards</a> ! Make sure to vote for us: <a href="http://bit.ly/votefornexstemnow">Bit.ly/votefornexstemnow</a></p></blockquote><div><hr></div><h3><strong>&#128161;Question:</strong></h3><div class="poll-embed" data-attrs="{&quot;id&quot;:196909}" data-component-name="PollToDOM"></div><ul><li><p><strong>Results of Previous Poll:<br></strong>If you had access to EEG technology, how would you most likely use it<em>?<br></em>Monitoring sleep patterns - 0%<br>Enhancing focus and productivity - 50%<br>Managing stress and anxiety - 25%<br>Improving memory and learning - 25%</p></li></ul><div class="pullquote"><p><em>&#10084;&#65039; Join us on <a href="https://discord.gg/R7MzTQWPE7">Discord</a>.<br><br><br><br>Thanks for reading Neurotech Pulse! Subscribe for free to receive new posts.</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://neurotechpulse.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://neurotechpulse.substack.com/subscribe?"><span>Subscribe now</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[Game On: The Neurotech Game Plan for Mindful Wellness! 💡⚽ - Issue #06]]></title><description><![CDATA[Latest neurotech trends, global events and case studies.]]></description><link>https://neurotechpulse.substack.com/p/game-on-the-neurotech-game-plan-for</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/game-on-the-neurotech-game-plan-for</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Tue, 30 Apr 2024 15:30:56 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/b9048b3c-ea40-411d-ab45-32a70a4331b2_1200x800.webp" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Welcome to the latest edition of Neurotech Pulse - Issue #06! In this issue, we discover innovative research at Kobe University, where AI is decoding behavioral states with remarkable accuracy, advancing our understanding of brain activity. Explore the development of non-invasive neuromodulation for brain stimulation therapies, uncover the impact of sports viewing on brain activation, and learn about initiatives like the Dana Center for Neuroscience &amp; Society. Stay updated on recent discoveries in brain waves and memory as well. <br><br>And hey, we have listed some exciting educational events that are coming up: <strong>The Augmentation Summer Residency</strong> and <strong>Neurotech Workshop</strong>. It is your chance to participate in these interactive sessions, learn from industry experts, and connect with fellow enthusiasts as we explore the latest developments in neurotechnology together.</p><h3>&#129504; Neurotech Trends:</h3><ol><li><p><strong>AI breakthrough-Decoding behavioral states from functional brain scan images: </strong>Explore the remarkable research at Kobe University, where researchers achieved a 95% accuracy rate in predicting mouse movement using AI image recognition algorithms. These advancements can potentially improve diagnostics, therapies, and methods for cognitive enhancement, contributing to the overall progress in brain science. <a href="https://www.psypost.org/ai-breakthrough-decoding-behavioral-states-from-functional-brain-scan-images/">(Read more)</a></p></li><li><p><strong>Advancements in Brain Stimulation Therapies: </strong>A recent study from the University of Minnesota reveals remarkable findings in non-invasive neuromodulation, demonstrating its ability to modulate brain activity and induce neural phase precession. This discovery holds promise for developing innovative therapies for brain disorders such as schizophrenia, depression, Alzheimer&#8217;s, and Parkinson&#8217;s, by leveraging neuroplasticity to enhance long-term memory and learning. (<a href="https://www.sciencedaily.com/releases/2024/03/240315160934.htm">Read more</a>).</p></li></ol><div><hr></div><h3>&#128216; Neurotech Articles:</h3><ol><li><p><strong>The Impact of Sports Viewing on Brain Activation:</strong> Explore the relationship between watching sports and brain activity. Discover how engaging in sports viewing can activate reward circuits in the brain, leading to enhanced well-being. (<a href="https://neurosciencenews.com/sport-watching-neuroimaging-enjoyment-25925/">Read more)</a></p></li><li><p><strong>Discover the Dana Center Initiative for Neuroscience &amp; Society</strong>:  A multi-million-dollar effort fostering collaboration between academia, neuroscientists, and communities. Learn how this initiative aims to align neuroscience research with societal needs. (<a href="https://www.prnewswire.com/news-releases/the-dana-foundation-launches-multi-million-dollar-initiative-to-align-neuroscience-to-societal-needs-302113135.html">Read More</a>).</p></li><li><p><strong>Brain Waves Travel in One Direction When Memories Are Made and the Opposite When Recalled:</strong> It has been discovered that brain waves move in distinct directions during memory storage and retrieval, shedding light on the brain's dynamic activity and coordination. This innovative approach holds promise for new diagnostic tools and therapies for memory-related disorders, opening exciting possibilities for understanding and interacting with the human brain. (<a href="https://www.engineering.columbia.edu/news/brain-waves-travel-one-direction-when-memories-are-made-and-opposite-when-recalled">Read More</a>). </p></li><li><p><strong>The Science of Sleep: Brain&#8217;s Reset Mechanism Revealed:</strong> Delve into the latest findings revealing the true purpose of sleep. By studying sleeping rats, researchers have uncovered that sleep&#8217;s primary function is to reset the brain&#8217;s computational state to achieve optimal information processing. Learn how this discovery challenges conventional theories and sheds light on the complexity of the brain. (<a href="https://neurosciencenews.com/sleep-brain-function-25430/">Read More</a>).</p></li></ol><div><hr></div><h3><strong>&#127760; Neurotech Edu. and Events:</strong></h3><ol><li><p><strong>Augment personal and wearable AI</strong>:  Register for the Augmentation Summer Residency on&nbsp;Wearable AI &amp; Personal Agents, the tentative timeline for the summer residency is mid-June to mid-August 2024.<strong> (</strong><a href="https://www.augmentationlab.org/incubator-2024">Register here</a><strong>). </strong></p></li><li><p><strong>Neurotech, BCI, and WBE Workshop</strong>: Register for the Neurotech, BCI, and WBE Workshop taking place on May 21-22. (<a href="https://foresight.org/2024-foresight-neurotech-bci-and-wbe-for-safe-ai-workshop/">Register here</a>). </p></li></ol><div><hr></div><h3><strong>&#127916;Case Studies</strong></h3><p><strong>Case Study Spotlight: Enhancing Mobility with EEG-driven Possibility Neurotechnologies</strong></p><p>In this edition's case study spotlight, we focus on Possibility Neurotechnologies, a company dedicated to transforming accessibility through innovative neurotechnology solutions. Founded in 2022 and headquartered in Alberta, Canada, Possibility Neurotechnologies has emerged as a trailblazer in non-invasive EEG technology.</p><p><strong>Overview:</strong> Possibility Neurotechnologies specializes in harnessing the power of non-invasive EEG technology to bridge the gap between lab-based BCI research and practical, in-home applications. Think2Switch is a groundbreaking solution designed to empower children and individuals with limited mobility or control over their bodies.</p><p><strong>Use Case Highlights:</strong></p><ul><li><p><strong>Think2Switch:</strong> Specifically tailored for children and individuals facing mobility challenges, Think2Switch enables users to control toys, electric wheelchairs, and other switch-adapted devices simply by using their thoughts. This transformative technology opens doors to enhanced interaction with the world, offering a pathway to independence and autonomy.</p></li><li><p><strong>Target Audience:</strong> Possibility Neurotechnologies' target audience includes children and individuals with limited mobility or control of their bodies. Through Think2Switch, the company aims to empower this demographic to engage more fully with their environment and achieve greater independence.</p></li></ul><p><strong>Key Partnerships:</strong></p><p>Possibility Neurotechnologies collaborates closely with esteemed institutions such as the University of Alberta and the University of Calgary to advance the field of neurotechnology and expand the reach of Think2Switch. These partnerships provide invaluable insights and expertise, ensuring that Think2Switch remains at the forefront of innovation and accessibility.</p><p>Led by Co-Founder &amp; CEO Dion Kelly and COO Adam Scott, Possibility Neurotechnologies exemplifies the transformative potential of neurotechnology in enhancing the lives of individuals with disabilities. </p><p>For more information about Possibility Neurotechnologies and their innovative solutions, visit <a href="http://www.possneuro.com/">Possibility Neurotechnologies</a></p><div><hr></div><h3><strong>&#127775; Nexstem Announcements</strong></h3><blockquote><p>As we prepare for the launch of our product, ensure you stay in the loop by checking out our latest updates. Be among the first to experience our innovative offering by joining the waitlist today! Visit <a href="https://portal.nexstem.ai/">portal.nexstem.ai/</a></p></blockquote><div><hr></div><h3><strong>&#128161;Question:</strong></h3><div class="poll-embed" data-attrs="{&quot;id&quot;:167100}" data-component-name="PollToDOM"></div><div class="pullquote"><p><em>&#10084;&#65039; Follow us on <a href="https://linktr.ee/nexstemai">linktr.ee</a> and join us on <a href="https://discord.com/invite/8U2xVBzcGM">Discord</a>.<br><br><br><br>Thanks for reading Neurotech Pulse! Subscribe for free to receive new posts.</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://neurotechpulse.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe now&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://neurotechpulse.substack.com/subscribe?"><span>Subscribe now</span></a></p></div>]]></content:encoded></item><item><title><![CDATA[CHIPping to the Future of Neurotechnology - 🧠💡- Issue #05]]></title><description><![CDATA[Latest neurotech trends, global events and case studies.]]></description><link>https://neurotechpulse.substack.com/p/chipping-to-the-future-of-neurotechnology</link><guid isPermaLink="false">https://neurotechpulse.substack.com/p/chipping-to-the-future-of-neurotechnology</guid><dc:creator><![CDATA[Pulse Writer]]></dc:creator><pubDate>Sun, 31 Mar 2024 14:31:06 GMT</pubDate><enclosure url="https://substack-post-media.s3.amazonaws.com/public/images/20cc746e-adf6-40cd-be1a-f9fc5592ccc9_740x493.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<h3></h3><div><hr></div><p>Welcome to the latest edition of Neurotech Pulse - Issue #05! Get ready to plunge into a world where chips drive the future of neurotechnology, Generative AI is reshaping healthcare, and new ways of interacting with computers are emerging. Explore how these advancements are transforming the way we understand and interact with the human brain, as we dive into the latest trends, global events, and captivating case studies<br><br>And hey, we have listed some exciting educational events that are coming up: <strong>The NeuroTech Course Virtual Workshop</strong> and <strong>The Spring Workshop | Electrophysiology Hands-On Training</strong>. It is your chance to participate in these interactive sessions, learn from industry experts, and connect with fellow enthusiasts as we explore the latest developments in neurotechnology together. </p><h3><br>&#129504; Neurotech Trends:</h3><ol><li><p><strong>Microchip Revolution-Pioneering Neurotech Advancements: </strong>Discover how chipmakers' dedication to smaller, specialized chips impacts neurotechnology, driving progress in hardware development, AI integration, and wearable devices. Explore the implications of this microchip evolution for the future of brain-computer interfaces and neural implants. (<a href="https://www.technologyreview.com/2024/01/08/1085120/chiplets-moores-law-avanced-micro-devices-intel-chips-breakthrough-technologies/">Read more</a>)</p></li><li><p><strong>Revolutionizing Healthcare Efficiency with Generative AI - Explore the Impact of the NHS AI Lab</strong>: Learn how The NHS AI Lab is reshaping healthcare by adopting artificial intelligence in health and care streamlining clinical tasks and aiding in medical imaging analysis. Dive deeper into the initiatives of the NHS AI Lab for innovative insights. (<a href="https://transform.england.nhs.uk/ai-lab/">Read more</a>).</p></li><li><p><strong>Sensory Revolution-Introducing Phantom, the Neural Haptic Glove: </strong>Learn about Phantom, Afference's innovative neural haptic glove, recognized with the CES 2024 Innovation Award. Explore how this device reimagines spatial computing, allowing users to feel touch sensations in virtual environments. (<a href="https://interestingengineering.com/innovation/this-neural-haptic-glove-lets-you-feel-things-that-arent-there">Read more</a>). </p><div><hr></div></li></ol><h3>&#128216; Neurotech Articles:</h3><ol><li><p><strong>The Role of AI in BCI Development</strong>: Delve into how AI is changing the landscape&#173; of BCI technology and the remarkable&#173; impact it holds for the destiny of neuroscie&#173;nce. <a href="https://www.nexstem.ai/blog/the-role-of-ai-in-bci-development">(Explore more)</a></p></li><li><p><strong>What does the future of brain-computer interfaces look like:  </strong>Delve into the evolving landscape of BCIs, where neural chips and implants are gaining momentum. Discover the progress, challenges, and ethical considerations shaping the journey toward widespread adoption in clinical settings. <a href="https://www.medicaldevice-network.com/features/what-does-the-future-of-brain-computer-interfaces-look-like/?cf-view">(Explore more)</a>. </p></li><li><p><strong>BCI &#8212; Beyond Neural Signals: </strong>Explore how BCI technology addresses challenges in access, interpretation, and execution by integrating biophysical signals like eye tracking and emotional cues, enhancing its effectiveness in restoring vital functions for those with neurological injuries or diseases, marking a pivotal step towards advancing neurotechnology integration. <a href="https://medium.com/neurotechx/bci-beyond-neural-signals-bf9f3b2e42d8">(Explore more)</a>.</p></li><li><p><strong>National Institute of Neurological Disorders and Stroke(NINDS)  issues a new Glossary of Neurological Terms</strong>: Explore the latest updates from NINDS on Neurological Terms! Keep up with the newest terminology in the field of neuroscience. <a href="https://www.ninds.nih.gov/health-information/disorders/glossary-neurological-terms">(Read more)</a>.</p></li></ol><div><hr></div><h3><strong>&#127760; Neurotech Edu. and Events:</strong></h3><ol><li><p> <strong>BCI &amp; Neurotechnology Spring School 2024 &#8211; Registration Open</strong>: Register for the BCI &amp; Neurotechnology Spring School 2024  on April 22- May 1, 2024, to gain insights from experts and engage in interactive sessions in neurotechnology. <a href="https://www.gtec.at/spring-school-2024/">(Register here)</a></p></li><li><p><strong>Spring Workshop | Electrophysiology Hands-On Training- Registration Open</strong>: Register for the Spring Workshop | Electrophysiology Hands-On Training<strong> </strong>on June 6th &amp; 7th, 2024 <a href="https://blackrockneurotech.com/events/spring-workshop-electrophysiology-hands-on-training/">(Register here)</a><br></p></li></ol><div><hr></div><h3><strong>&#127916;Case Studies </strong></h3><p><strong> Case Study Spotlight: Reinventing Cinema with EEG (Electroencephalography) technology. </strong></p><p>This edition's spotlight shines on <strong>Albino Mosquito Productions</strong>, a pioneering studio at the intersection of neurotechnology and cinematic experience. Founded in 2015 and based in Nottingham, UK, Albino Mosquito Productions has embarked on a fascinating journey to revolutionize how we interact with movies.</p><p><strong>Overview:</strong> Albino Mosquito Productions leverages the power of EEG (electroencephalogram) headsets, to create brain-controlled movies. This innovative approach transforms the cinematic experience by allowing audience brainwave data to influence the film's narrative in real-time directly, tailoring the story to the viewers' emotional and cognitive states.</p><p><strong>Use Case Highlights:</strong></p><ul><li><p><strong>Brain-Controlled Movie Experience:</strong> The studio crafts a unique, interactive film experience that adapts to collective emotional and cognitive feedback by capturing audience brainwaves.</p></li><li><p><strong>Target Audience:</strong> The studio's groundbreaking work attracts attention from entertainment companies, customers, and educational institutions, including partnerships with the University of Nottingham and the Mixed Reality Lab.</p></li></ul><p><strong>Key Projects:</strong></p><ol><li><p><strong>Before We Disappear:</strong> Using facial recognition to gauge the audience's mood and dynamically alter the narrative.</p></li><li><p><strong>The MOMENT:</strong> A 27-minute film that offers viewers control over the editing process through their attention levels, measured by EEG, enabling over 100 trillion possible narrative permutations.</p></li><li><p><strong>The Disadvantages of Time Travel:</strong> An interactive movie experience where the narrative's audio and visual elements are driven by the viewer's brain waves and emotional responses, ensuring a unique film version for each audience member.</p></li></ol><p>Led by Creative Director Richard Ramchurn, Albino Mosquito Productions represents the cutting edge of integrating neurotechnology with storytelling, illustrating the vast potential of EEG in enhancing interactive entertainment.</p><p>To dive deeper into their revolutionary projects and explore potential collaboration opportunities, visit <a href="https://www.albinomosquito.com/">Albino Mosquito Productions</a>.</p><div><hr></div><h3><strong>&#127775; Nexstem Announcements</strong></h3><blockquote><p>As we prepare for the launch of our product, ensure you stay in the loop by checking out our latest updates. Be among the first to experience our innovative offering by joining the waitlist today!  Visit <a href="https://portal.nexstem.ai/">portal.nexstem.ai/</a><br></p></blockquote><div><hr></div><h3><strong>&#128161; Question:<br></strong></h3><div class="poll-embed" data-attrs="{&quot;id&quot;:157439}" data-component-name="PollToDOM"></div><div class="pullquote"><p><em>&#10084;&#65039; Follow us on <a href="https://linktr.ee/nexstemai">linktr.ee</a> and join us on <a href="https://discord.com/invite/8U2xVBzcGM">Discord</a>.  <br><br><br></em><br>Thanks for reading Neurotech Pulse! 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