AlexCrimi<p>New MSc thesis available (for AGH students): <a href="https://mstdn.social/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> machine learning for biomedical signal classification: using spiking neural networks to discriminate <a href="https://mstdn.social/tags/EEG" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EEG</span></a> signals from <a href="https://mstdn.social/tags/Alzheimer" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Alzheimer</span></a> patients and healthy controls, with access to neuro-architecture: <a href="https://dyplom.lab.ii.agh.edu.pl/tematy/podglad/3431" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">dyplom.lab.ii.agh.edu.pl/temat</span><span class="invisible">y/podglad/3431</span></a></p>
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#neuromorphic
1 post · 1 participant · 0 posts today
Dan Goodman<p>We are hiring a postdoc. It's a broadly scoped position but I think it would be of interest to someone in <a href="https://neuromatch.social/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> or <a href="https://neuromatch.social/tags/SpikingNeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SpikingNeuralNetworks</span></a>. See ad below. Inquiries to Dan Akarca because I will be on holiday.</p><p>Note, the application deadline is very soon! (Unavoidable admin issues.)</p><p><a href="https://www.imperial.ac.uk/jobs/search-jobs/description/index.php?jobId=24879&jobTitle=Research+Associate*+in+NeuroAI%2C+Neuromorphic+Systems%2C+Hardware-Software+Co-Design" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">imperial.ac.uk/jobs/search-job</span><span class="invisible">s/description/index.php?jobId=24879&jobTitle=Research+Associate*+in+NeuroAI%2C+Neuromorphic+Systems%2C+Hardware-Software+Co-Design</span></a></p>
Dan Goodman<p>New preprint for <a href="https://neuromatch.social/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neuromorphic</span></a> and <a href="https://neuromatch.social/tags/SpikingNeuralNetwork" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SpikingNeuralNetwork</span></a> folk (with Pengfei Sun and awesome MSc student Ziqiao Yu).</p><p><a href="https://arxiv.org/abs/2507.16043" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">arxiv.org/abs/2507.16043</span><span class="invisible"></span></a></p><p>Surrogate gradients are popular for training SNNs, but some worry whether they really learn complex temporal spike codes. TLDR: we tested this, and yes they can!</p><p>We also find that delay-based spiking neural networks seem to degrade in more human-like ways than networks without delays.</p><p>Check the next post for links to the code and dataset which you can easily use to test your own spike based learning algorithms and models.</p>
Giacomo Indiveri :emacs:🧠<p>I'm extremely proud of the work of Maryada, Saray Soldado-Magraner and colleagues, in collaboration with Dean Buonomano, which shows how their cross-homeostatic <a href="https://fediscience.org/tags/plasticity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>plasticity</span></a> model enables analog <a href="https://fediscience.org/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neuromorphic</span></a> <a href="https://fediscience.org/tags/circuits" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>circuits</span></a> to produce stable recurrent dynamics on our DYNAP-SE chips!!!</p><p><a href="https://rdcu.be/euiv2" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">rdcu.be/euiv2</span><span class="invisible"></span></a></p>
Dr. Thompson<p>⚡ The future of AI isn't just faster — it’s smarter and greener. Discover the neuromorphic chips that promise 1,000x efficiency ⚙️ and could slash data center power use. 🧠💡<br>👉 Read now: <a href="https://medium.com/@rogt.x1997/1-000x-ai-efficiency-the-neuromorphic-chips-that-could-slash-data-center-energy-793c205d2224" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/@rogt.x1997/1-000x-</span><span class="invisible">ai-efficiency-the-neuromorphic-chips-that-could-slash-data-center-energy-793c205d2224</span></a><br><a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> <a href="https://mastodon.social/tags/FutureTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FutureTech</span></a><br><a href="https://medium.com/@rogt.x1997/1-000x-ai-efficiency-the-neuromorphic-chips-that-could-slash-data-center-energy-793c205d2224" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/@rogt.x1997/1-000x-</span><span class="invisible">ai-efficiency-the-neuromorphic-chips-that-could-slash-data-center-energy-793c205d2224</span></a></p>
Philo Sophies<p><a href="https://troet.cafe/tags/Zoomposium" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Zoomposium</span></a> with Prof. Dr. <a href="https://troet.cafe/tags/Martin" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Martin</span></a> <a href="https://troet.cafe/tags/Bogdan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bogdan</span></a>: “When <a href="https://troet.cafe/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> gets bored - ways to (<a href="https://troet.cafe/tags/artificial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificial</span></a>) <a href="https://troet.cafe/tags/consciousness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>consciousness</span></a></p><p>Martin Bogdan works at Leipzig University at the Faculty of <a href="https://troet.cafe/tags/Mathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Mathematics</span></a> and <a href="https://troet.cafe/tags/Informatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Informatics</span></a> in the Department of <a href="https://troet.cafe/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> <a href="https://troet.cafe/tags/Information" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Information</span></a> <a href="https://troet.cafe/tags/Processing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Processing</span></a> on applied <a href="https://troet.cafe/tags/signalprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>signalprocessing</span></a> and <a href="https://troet.cafe/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataanalysis</span></a> in <a href="https://troet.cafe/tags/medicine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medicine</span></a> and <a href="https://troet.cafe/tags/biology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biology</span></a> as well as with <a href="https://troet.cafe/tags/embedded" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>embedded</span></a> <a href="https://troet.cafe/tags/systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>systems</span></a> for <a href="https://troet.cafe/tags/bioanalog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioanalog</span></a> <a href="https://troet.cafe/tags/informationprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>informationprocessing</span></a>.</p><p>More at: <a href="https://youtu.be/izN9ac-9zw8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/izN9ac-9zw8</span><span class="invisible"></span></a> </p><p>or: <a href="https://philosophies.de/index.php/2025/05/30/wenn-sich-ki-langweilt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">philosophies.de/index.php/2025</span><span class="invisible">/05/30/wenn-sich-ki-langweilt/</span></a></p>
FZ Jülich-JSC<p>Meet our experts at <a href="https://social.fz-juelich.de/tags/ISC25" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ISC25</span></a><br>Georgia Psychou is a research scientist at JSC exploring how brain-inspired, event-driven computing (<a href="https://social.fz-juelich.de/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a>) can shape new paradigms and complement high-performance computing. <a href="https://isc.app.swapcard.com/widget/event/isc-high-performance-2025/person/RXZlbnRQZW9wbGVfMzkwNDU0ODA" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">isc.app.swapcard.com/widget/ev</span><span class="invisible">ent/isc-high-performance-2025/person/RXZlbnRQZW9wbGVfMzkwNDU0ODA</span></a>=</p>
Hacker News<p>Neuromorphic Computing: The Future of AI</p><p><a href="https://www.lanl.gov/media/publications/1663/1269-neuromorphic-computing" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">lanl.gov/media/publications/16</span><span class="invisible">63/1269-neuromorphic-computing</span></a></p><p><a href="https://mastodon.social/tags/HackerNews" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HackerNews</span></a> <a href="https://mastodon.social/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> <a href="https://mastodon.social/tags/Computing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Computing</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/Future" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Future</span></a> <a href="https://mastodon.social/tags/Technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Technology</span></a> <a href="https://mastodon.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Innovation</span></a></p>
Philo Sophies<p><a href="https://mastodon.world/tags/Zoomposium" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Zoomposium</span></a> with Prof. Dr. <a href="https://mastodon.world/tags/Martin" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Martin</span></a> <a href="https://mastodon.world/tags/Bogdan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bogdan</span></a>: “When <a href="https://mastodon.world/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> gets bored - ways to (<a href="https://mastodon.world/tags/artificial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificial</span></a>) <a href="https://mastodon.world/tags/consciousness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>consciousness</span></a></p><p>Martin Bogdan works at Leipzig University at the Faculty of <a href="https://mastodon.world/tags/Mathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Mathematics</span></a> and <a href="https://mastodon.world/tags/Informatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Informatics</span></a> in the Department of <a href="https://mastodon.world/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> <a href="https://mastodon.world/tags/Information" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Information</span></a> <a href="https://mastodon.world/tags/Processing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Processing</span></a> on applied <a href="https://mastodon.world/tags/signalprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>signalprocessing</span></a> and <a href="https://mastodon.world/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataanalysis</span></a> in <a href="https://mastodon.world/tags/medicine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medicine</span></a> and <a href="https://mastodon.world/tags/biology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biology</span></a> as well as with <a href="https://mastodon.world/tags/embedded" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>embedded</span></a> <a href="https://mastodon.world/tags/systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>systems</span></a> for <a href="https://mastodon.world/tags/bioanalog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioanalog</span></a> <a href="https://mastodon.world/tags/informationprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>informationprocessing</span></a>.</p><p>More at: <a href="https://youtu.be/izN9ac-9zw8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/izN9ac-9zw8</span><span class="invisible"></span></a> </p><p>or: <a href="https://philosophies.de/index.php/2025/05/30/wenn-sich-ki-langweilt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">philosophies.de/index.php/2025</span><span class="invisible">/05/30/wenn-sich-ki-langweilt/</span></a></p>
Rowan Brad Quni<p>As much as I want <a href="https://mstdn.science/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neuromorphic</span></a> <a href="https://mstdn.science/tags/computing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computing</span></a> to be here already, I must admit it's not and can no longer do <a href="https://mstdn.science/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a> entirely on a <a href="https://mstdn.science/tags/mobile" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mobile</span></a> <a href="https://mstdn.science/tags/phone" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>phone</span></a></p><p>Having said that, I'm actually amazed that I haven't used a <a href="https://mstdn.science/tags/laptop" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>laptop</span></a> in over a year and got this far. But, needless to say, continuing <a href="https://mstdn.science/tags/autaxys" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>autaxys</span></a> requires seeing more than 30-ish lines of <a href="https://mstdn.science/tags/text" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>text</span></a> at a time.</p><p>Off to (<a href="https://mstdn.science/tags/procrastinate" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>procrastinate</span></a> at) the <a href="https://mstdn.science/tags/computer" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computer</span></a> store!</p>
Philo Sophies<p><a href="https://earthstream.social/tags/Zoomposium" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Zoomposium</span></a> with Prof. Dr. <a href="https://earthstream.social/tags/Martin" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Martin</span></a> <a href="https://earthstream.social/tags/Bogdan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bogdan</span></a>: “When <a href="https://earthstream.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> gets bored - ways to (<a href="https://earthstream.social/tags/artificial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificial</span></a>) <a href="https://earthstream.social/tags/consciousness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>consciousness</span></a></p><p>Martin Bogdan works at Leipzig University at the Faculty of <a href="https://earthstream.social/tags/Mathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Mathematics</span></a> and <a href="https://earthstream.social/tags/Informatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Informatics</span></a> in the Department of <a href="https://earthstream.social/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> <a href="https://earthstream.social/tags/Information" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Information</span></a> <a href="https://earthstream.social/tags/Processing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Processing</span></a> on applied <a href="https://earthstream.social/tags/signalprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>signalprocessing</span></a> and <a href="https://earthstream.social/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataanalysis</span></a> in <a href="https://earthstream.social/tags/medicine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medicine</span></a> and <a href="https://earthstream.social/tags/biology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biology</span></a> as well as with <a href="https://earthstream.social/tags/embedded" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>embedded</span></a> <a href="https://earthstream.social/tags/systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>systems</span></a> for <a href="https://earthstream.social/tags/bioanalog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioanalog</span></a> <a href="https://earthstream.social/tags/informationprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>informationprocessing</span></a>.</p><p>More at: <a href="https://youtu.be/izN9ac-9zw8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/izN9ac-9zw8</span><span class="invisible"></span></a> </p><p>or: <a href="https://philosophies.de/index.php/2025/05/30/wenn-sich-ki-langweilt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">philosophies.de/index.php/2025</span><span class="invisible">/05/30/wenn-sich-ki-langweilt/</span></a></p>
Philo Sophies<p><a href="https://techtoots.com/tags/Zoomposium" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Zoomposium</span></a> with Prof. Dr. <a href="https://techtoots.com/tags/Martin" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Martin</span></a> <a href="https://techtoots.com/tags/Bogdan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bogdan</span></a>: “When <a href="https://techtoots.com/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> gets bored - ways to (<a href="https://techtoots.com/tags/artificial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificial</span></a>) <a href="https://techtoots.com/tags/consciousness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>consciousness</span></a></p><p>Martin Bogdan works at Leipzig University at the Faculty of <a href="https://techtoots.com/tags/Mathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Mathematics</span></a> and <a href="https://techtoots.com/tags/Informatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Informatics</span></a> in the Department of <a href="https://techtoots.com/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> <a href="https://techtoots.com/tags/Information" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Information</span></a> <a href="https://techtoots.com/tags/Processing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Processing</span></a> on applied <a href="https://techtoots.com/tags/signalprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>signalprocessing</span></a> and <a href="https://techtoots.com/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataanalysis</span></a> in <a href="https://techtoots.com/tags/medicine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medicine</span></a> and <a href="https://techtoots.com/tags/biology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biology</span></a> as well as with <a href="https://techtoots.com/tags/embedded" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>embedded</span></a> <a href="https://techtoots.com/tags/systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>systems</span></a> for <a href="https://techtoots.com/tags/bioanalog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioanalog</span></a> <a href="https://techtoots.com/tags/informationprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>informationprocessing</span></a>.</p><p>More at: <a href="https://youtu.be/izN9ac-9zw8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/izN9ac-9zw8</span><span class="invisible"></span></a> </p><p>or: <a href="https://philosophies.de/index.php/2025/05/30/wenn-sich-ki-langweilt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">philosophies.de/index.php/2025</span><span class="invisible">/05/30/wenn-sich-ki-langweilt/</span></a></p>
Philo Sophies<p><a href="https://social.tchncs.de/tags/Zoomposium" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Zoomposium</span></a> with Prof. Dr. <a href="https://social.tchncs.de/tags/Martin" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Martin</span></a> <a href="https://social.tchncs.de/tags/Bogdan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bogdan</span></a>: “When <a href="https://social.tchncs.de/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> gets bored - ways to (<a href="https://social.tchncs.de/tags/artificial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificial</span></a>) <a href="https://social.tchncs.de/tags/consciousness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>consciousness</span></a></p><p>Martin Bogdan works at Leipzig University at the Faculty of <a href="https://social.tchncs.de/tags/Mathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Mathematics</span></a> and <a href="https://social.tchncs.de/tags/Informatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Informatics</span></a> in the Department of <a href="https://social.tchncs.de/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> <a href="https://social.tchncs.de/tags/Information" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Information</span></a> <a href="https://social.tchncs.de/tags/Processing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Processing</span></a> on applied <a href="https://social.tchncs.de/tags/signalprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>signalprocessing</span></a> and <a href="https://social.tchncs.de/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataanalysis</span></a> in <a href="https://social.tchncs.de/tags/medicine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medicine</span></a> and <a href="https://social.tchncs.de/tags/biology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biology</span></a> as well as with <a href="https://social.tchncs.de/tags/embedded" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>embedded</span></a> <a href="https://social.tchncs.de/tags/systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>systems</span></a> for <a href="https://social.tchncs.de/tags/bioanalog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioanalog</span></a> <a href="https://social.tchncs.de/tags/informationprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>informationprocessing</span></a>.</p><p>More at: <a href="https://youtu.be/izN9ac-9zw8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/izN9ac-9zw8</span><span class="invisible"></span></a> </p><p>or: <a href="https://philosophies.de/index.php/2025/05/30/wenn-sich-ki-langweilt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">philosophies.de/index.php/2025</span><span class="invisible">/05/30/wenn-sich-ki-langweilt/</span></a></p>
Philo Sophies<p><a href="https://techhub.social/tags/Zoomposium" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Zoomposium</span></a> with Prof. Dr. <a href="https://techhub.social/tags/Martin" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Martin</span></a> <a href="https://techhub.social/tags/Bogdan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bogdan</span></a>: “When <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> gets bored - ways to (<a href="https://techhub.social/tags/artificial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificial</span></a>) <a href="https://techhub.social/tags/consciousness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>consciousness</span></a></p><p>Martin Bogdan works at Leipzig University at the Faculty of <a href="https://techhub.social/tags/Mathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Mathematics</span></a> and <a href="https://techhub.social/tags/Informatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Informatics</span></a> in the Department of <a href="https://techhub.social/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> <a href="https://techhub.social/tags/Information" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Information</span></a> <a href="https://techhub.social/tags/Processing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Processing</span></a> on applied <a href="https://techhub.social/tags/signalprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>signalprocessing</span></a> and <a href="https://techhub.social/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataanalysis</span></a> in <a href="https://techhub.social/tags/medicine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medicine</span></a> and <a href="https://techhub.social/tags/biology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biology</span></a> as well as with <a href="https://techhub.social/tags/embedded" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>embedded</span></a> <a href="https://techhub.social/tags/systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>systems</span></a> for <a href="https://techhub.social/tags/bioanalog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioanalog</span></a> <a href="https://techhub.social/tags/informationprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>informationprocessing</span></a>.</p><p>More at: <a href="https://youtu.be/izN9ac-9zw8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/izN9ac-9zw8</span><span class="invisible"></span></a> </p><p>or: <a href="https://philosophies.de/index.php/2025/05/30/wenn-sich-ki-langweilt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">philosophies.de/index.php/2025</span><span class="invisible">/05/30/wenn-sich-ki-langweilt/</span></a></p>
Philo Sophies<p><a href="https://mastodontech.de/tags/Zoomposium" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Zoomposium</span></a> with Prof. Dr. <a href="https://mastodontech.de/tags/Martin" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Martin</span></a> <a href="https://mastodontech.de/tags/Bogdan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Bogdan</span></a>: “When <a href="https://mastodontech.de/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> gets bored - ways to (<a href="https://mastodontech.de/tags/artificial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificial</span></a>) <a href="https://mastodontech.de/tags/consciousness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>consciousness</span></a></p><p>Martin Bogdan works at Leipzig University at the Faculty of <a href="https://mastodontech.de/tags/Mathematics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Mathematics</span></a> and <a href="https://mastodontech.de/tags/Informatics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Informatics</span></a> in the Department of <a href="https://mastodontech.de/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> <a href="https://mastodontech.de/tags/Information" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Information</span></a> <a href="https://mastodontech.de/tags/Processing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Processing</span></a> on applied <a href="https://mastodontech.de/tags/signalprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>signalprocessing</span></a> and <a href="https://mastodontech.de/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataanalysis</span></a> in <a href="https://mastodontech.de/tags/medicine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medicine</span></a> and <a href="https://mastodontech.de/tags/biology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>biology</span></a> as well as with <a href="https://mastodontech.de/tags/embedded" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>embedded</span></a> <a href="https://mastodontech.de/tags/systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>systems</span></a> for <a href="https://mastodontech.de/tags/bioanalog" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioanalog</span></a> <a href="https://mastodontech.de/tags/informationprocessing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>informationprocessing</span></a>.</p><p>More at: <a href="https://youtu.be/izN9ac-9zw8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">youtu.be/izN9ac-9zw8</span><span class="invisible"></span></a> </p><p>or: <a href="https://philosophies.de/index.php/2025/05/30/wenn-sich-ki-langweilt/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">philosophies.de/index.php/2025</span><span class="invisible">/05/30/wenn-sich-ki-langweilt/</span></a></p>
Jens Egholm<p>A new paper is out where we play air hockey with *millisecond* latency using <a href="https://mastodon.social/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neuromorphic</span></a> hardware. Milliseconds. That's fast! 🏃➡️ </p><p>This is kind of the culmination of my work at KTH Royal Institute of Technology where I've built a spiking neuron simulator (Norse), a fast event-camera processor (AEStream), and cool spatio-temporal spiking receptive fields. </p><p>Read more here: <a href="https://iopscience.iop.org/article/10.1088/2634-4386/addc15" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">iopscience.iop.org/article/10.</span><span class="invisible">1088/2634-4386/addc15</span></a></p><p>1/2</p>
Giacomo Indiveri<p>One more step toward EEG based epileptic seizure detection using <a class="hashtag" href="https://bsky.app/search?q=%23neuromorphic" rel="nofollow noopener" target="_blank">#neuromorphic</a> <a class="hashtag" href="https://bsky.app/search?q=%23spiking" rel="nofollow noopener" target="_blank">#spiking</a> neural network chips!
<a href="https://rdcu.be/ek2SC" rel="nofollow noopener" target="_blank">rdcu.be/ek2SC</a>
Jim Bartels, Olympia Gallou, Hiroyuki Ito, Matthew Cook, Johannes Sarnthein, Giacomo Indiveri & Saptarshi Ghosh</p>
Albert Cardona<p>"The road to commercial success for neuromorphic technologies" by Dylan Richard Muir & Sadique Sheik</p><p><a href="https://www.nature.com/articles/s41467-025-57352-1" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">nature.com/articles/s41467-025</span><span class="invisible">-57352-1</span></a></p><p><a href="https://mathstodon.xyz/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neuromorphic</span></a> <a href="https://mathstodon.xyz/tags/computing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computing</span></a></p>
Laurent Perrinet<p>The remarkable energy efficiency of the Human brain: <strong>One <a href="https://neuromatch.social/tags/Spike" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Spike</span></a> Every 6 Seconds</strong> !</p><p>In the groundbreaking paper <a href="https://www.cell.com/current-biology/pdf/S0960-9822(03)00135-0.pdf" rel="nofollow noopener" target="_blank">"The Cost of Cortical Computation"</a> published in 2003 in <em>Current Biology</em>, neuroscientist Peter Lennie reached a stunning conclusion about neural activity in the human brain: the average firing rate of cortical neurons is approximately 0.16 Hz—equivalent to just one spike every 6 seconds.</p><p>This finding challenges conventional assumptions about neural activity and reveals the extraordinary energy efficiency of the brain's computational strategy. Unconventional? Ask a LLM about it, and it will rather point to a baseline frequency between 0.1Hz and 10Hz. Pretty high and vague, right? But how did Lennie arrive at this remarkable figure?</p><p><strong>The Calculation Behind the 0.16 Hz Baseline Rate</strong></p><p>Lennie's analysis combines several critical factors:</p><p><strong>1. Energy Constraints Analysis</strong></p><p>Starting with the brain's known energy consumption (approximately 20% of the body's entire energy budget despite being only 2% of body weight), Lennie worked backward to determine how many action potentials this energy could reasonably support.</p><p><strong>2. Precise Metabolic Costs</strong></p><p>His calculations incorporated detailed metabolic requirements:</p><ul><li>Each action potential consumes approximately 3.84 × 109 ATP molecules</li><li>The human brain uses about 5.7 × 1021 ATP molecules daily</li></ul><p><strong>3. Neural Architecture</strong></p><p>The analysis factored in essential neuroanatomical data:</p><ul><li>The human cerebral cortex contains roughly 1010 neurons</li><li>Each neuron forms approximately 104 synaptic connections</li></ul><p><strong>4. Metabolic Distribution</strong></p><p>Using cerebral glucose utilization measurements from PET studies, Lennie accounted for energy allocation across different neural processes:</p><ul><li>Maintaining resting membrane potentials</li><li>Generating action potentials</li><li>Powering synaptic transmission</li></ul><p>By synthesizing these factors and dividing the available energy budget by the number of neurons and the energy cost per spike, Lennie calculated that cortical neurons can only sustain an average firing rate of approximately 0.16 Hz while remaining within the brain's metabolic constraints.</p><p><strong>Implications for Neural Coding</strong></p><p>This extremely low firing rate has profound implications for our understanding of neural computation. It suggests that:</p><ol><li><strong>Neural coding must be remarkably sparse</strong> — information in the brain is likely represented by the activity of relatively few neurons at any given moment</li><li><strong>Energy efficiency has shaped brain evolution</strong> — metabolic constraints have driven the development of computational strategies that maximize information processing while minimizing energy use</li><li><strong>Low baseline rates enable selective amplification</strong> — this sparse background activity creates a context where meaningful signals can be effectively amplified</li></ol><p>The brain's solution to energy constraints reveals an elegant approach to computation: doing more with less through strategic sparsity rather than constant activity.</p><p>This perspective on neural efficiency continues to influence our understanding of brain function and inspires energy-efficient approaches to <a href="https://neuromatch.social/tags/ArtificialNeuralNetworks" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ArtificialNeuralNetworks</span></a> and <a href="https://neuromatch.social/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>neuromorphic</span></a> computing.</p>
Michael Lorenz, M.Sc. Energy<p>The meeting highlighted a significant convergence of these fields – integrating bits, neurons, and qubits – for more efficient and capable AI. The final discussion emphasized the importance of aligning these powerful technological developments with genuine sustainability goals. A thought-provoking two days on the future of computation.</p><p><a href="https://sustainable-ai.royalsociety.org/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">sustainable-ai.royalsociety.or</span><span class="invisible">g/</span></a></p><p><a href="https://mastodon.social/tags/SustainableAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SustainableAI</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/QuantumComputing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>QuantumComputing</span></a> <a href="https://mastodon.social/tags/Neuromorphic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Neuromorphic</span></a> <a href="https://mastodon.social/tags/RoyalSociety" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RoyalSociety</span></a></p>
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