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#neuromorphiccomputing

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Alex Jimenez<p>More brainlike computers could change <a href="https://mas.to/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> for the better</p><p>These 4 neuromorphic technologies hold promise for more efficient, more capable forms of AI</p><p><a href="https://www.sciencenews.org/article/brainlike-computers-ai-improvement" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">sciencenews.org/article/brainl</span><span class="invisible">ike-computers-ai-improvement</span></a></p><p><a href="https://mas.to/tags/DigitalTransformation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalTransformation</span></a> <a href="https://mas.to/tags/NeuromorphicComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuromorphicComputing</span></a></p>
LLMsLLM: From Research to Deployment Large Language Models (LLMs) have swiftly transitioned from acad...<br><br><a href="https://medium.com/@elizabeth.marcellina/llm-from-research-to-deployment-8a999341ca29?source=rss------machine_learning-5" rel="nofollow noopener noreferrer" target="_blank">https://medium.com/@elizabeth.marcellina/llm-from-research-to-deployment-8a999341ca29?source=rss------machine_learning-5</a><br><br><a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/mlops" target="_blank">#mlops</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/llm" target="_blank">#llm</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/ai" target="_blank">#ai</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/machine-learning" target="_blank">#machine-learning</a> <a rel="nofollow noopener noreferrer" class="mention hashtag" href="https://mastodon.social/tags/neuromorphic-computing" target="_blank">#neuromorphic-computing</a><br><br><a href="https://awakari.com/pub-msg.html?id=LL3cEAqm8X0769IzKCXvjKIGG7k" rel="nofollow noopener noreferrer" target="_blank">Event Attributes</a>
nemo™ 🇺🇦<p>🧠🔬 Breakthrough in AI tech! Researchers develop atomic-scale memristors that mimic brain neural networks, promising ultra-efficient computing. Judy Wu's team creates next-gen semiconductor tech that could revolutionize artificial intelligence processing. 🚀 <a href="https://mas.to/tags/NeuromorphicComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuromorphicComputing</span></a> <a href="https://mas.to/tags/AIInnovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AIInnovation</span></a> <a href="https://mas.to/tags/FutureOfTech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FutureOfTech</span></a> <a href="https://mas.to/tags/newz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>newz</span></a> </p><p><a href="https://www.techradar.com/pro/from-lab-to-life-atomic-scale-memristors-pave-the-way-for-brain-like-ai-and-next-gen-computing-power" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">techradar.com/pro/from-lab-to-</span><span class="invisible">life-atomic-scale-memristors-pave-the-way-for-brain-like-ai-and-next-gen-computing-power</span></a></p>
cpkimber<p>Spintronics and the Brain: Memristive Computing- Part III Problems with Modern&nbsp;Computing</p><p>Part 3 of my ongoing series on neuromorphic computing. This part is on so called low power computing. <a href="https://scicomm.xyz/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuromorphic</span></a> <a href="https://scicomm.xyz/tags/neuromorphiccomputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuromorphiccomputing</span></a> <a href="https://scicomm.xyz/tags/lowpowercomputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>lowpowercomputing</span></a> <a href="https://scicomm.xyz/tags/futureology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>futureology</span></a> <a href="https://scicomm.xyz/tags/spintronics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spintronics</span></a> <a href="https://scicomm.xyz/tags/physics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>physics</span></a> <a href="https://scicomm.xyz/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tech</span></a></p><p><a href="http://cpkimber.blog/2024/12/18/spintronics-and-the-brain-memristive-computing-part-iii-problems-with-modern-computing/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">cpkimber.blog/2024/12/18/spint</span><span class="invisible">ronics-and-the-brain-memristive-computing-part-iii-problems-with-modern-computing/</span></a></p>
cpkimber<p>Spintronics and the Brain: Neuromorphic Computing Part&nbsp;II</p><p>When researchers talk about making computers "think like a brain", how exactly is it that brains think? Here's a very basic explanation. <a href="https://scicomm.xyz/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuromorphic</span></a> <a href="https://scicomm.xyz/tags/neuromorphiccomputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuromorphiccomputing</span></a> <a href="https://scicomm.xyz/tags/lowpowercomputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>lowpowercomputing</span></a> <a href="https://scicomm.xyz/tags/futureology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>futureology</span></a> <a href="https://scicomm.xyz/tags/spintronics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spintronics</span></a> <a href="https://scicomm.xyz/tags/physics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>physics</span></a> <a href="https://scicomm.xyz/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tech</span></a></p><p><a href="http://cpkimber.blog/2024/12/17/spintronics-and-the-brain-neuromorphic-computing-part-ii/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">cpkimber.blog/2024/12/17/spint</span><span class="invisible">ronics-and-the-brain-neuromorphic-computing-part-ii/</span></a></p>
cpkimber<p>Spintronics and The Brain: Memristive Computing- Part&nbsp;I</p><p>I had the chance to learn about neuromorphic computing recently, and am trying to "learn by writing" about it. Here's my introduction to it, but a full coverage of the topic will take a few more posts to get into the details. <a href="https://scicomm.xyz/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuromorphic</span></a> <a href="https://scicomm.xyz/tags/neuromorphiccomputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuromorphiccomputing</span></a> <a href="https://scicomm.xyz/tags/lowpowercomputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>lowpowercomputing</span></a> <a href="https://scicomm.xyz/tags/futureology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>futureology</span></a> <a href="https://scicomm.xyz/tags/spintronics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spintronics</span></a> <a href="https://scicomm.xyz/tags/physics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>physics</span></a> <a href="https://scicomm.xyz/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tech</span></a></p><p><a href="http://cpkimber.blog/2024/12/16/spintronics-and-the-brain-memristive-computing-part-i/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">cpkimber.blog/2024/12/16/spint</span><span class="invisible">ronics-and-the-brain-memristive-computing-part-i/</span></a></p>
Jens Egholm<p>Finally, thank you for the support of CogniGron, University of Groningen (FSE), Telluride Neuromorphic Engineering Workshop, POST-DIGITAL ETN Project: European Training Network on Post-Digital Computing. <br><a href="https://mastodon.social/tags/NeuromorphicComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuromorphicComputing</span></a> <a href="https://mastodon.social/tags/ArtificialIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ArtificialIntelligence</span></a> <a href="https://mastodon.social/tags/NeuroAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuroAI</span></a></p>
TU Braunschweig<p>Forschende testen erfolgreich Mikro-LED-Technologie für die künstliche Intelligenz von morgen 🧠💻</p><p>Bekannt für ihre Energieeffizienz eröffnen Leuchtdioden auch völlig neue Möglichkeiten der Anwendung jenseits der Beleuchtung: Mit einem Neuronen-Netzwerk aus mikroskopischen LEDs will eine Forschergruppe des Nitride Technology Centers (NTC) an der <a href="https://wisskomm.social/tags/TUBraunschweig" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TUBraunschweig</span></a> Computer der Zukunft leistungsfähiger und energieeffizienter machen.</p><p><a href="https://wisskomm.social/tags/NeuromorphicComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuromorphicComputing</span></a> <span class="h-card" translate="no"><a href="https://bird.makeup/users/qf_cluster" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>qf_cluster</span></a></span> </p><p>👉 <a href="https://lnk.tu-bs.de/Mn14F9" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lnk.tu-bs.de/Mn14F9</span><span class="invisible"></span></a></p>
Daniel Khent<p>“Synapses store information, but they also help compute. For certain computations, such as deep neural network inference, co-locating compute and memory in PCM ... overcomes the von Neumann bottleneck...”</p><p><a href="https://writing.exchange/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://writing.exchange/tags/neuromorphiccomputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuromorphiccomputing</span></a> <a href="https://writing.exchange/tags/analogcomputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>analogcomputing</span></a></p><p><a href="https://research.ibm.com/blog/what-is-neuromorphic-or-brain-inspired-computing" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">research.ibm.com/blog/what-is-</span><span class="invisible">neuromorphic-or-brain-inspired-computing</span></a></p>
Albert Cardona<p>Neuromorphic chip spotted in the wild:</p><p>"Real-time sub-milliwatt epilepsy detection implemented on a spiking neural network edge inference processor", by Li et al. 2024 with <span class="h-card" translate="no"><a href="https://mastodon.social/@DylanMuir" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>DylanMuir</span></a></span><br><a href="https://www.sciencedirect.com/science/article/pii/S0010482524013106" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">sciencedirect.com/science/arti</span><span class="invisible">cle/pii/S0010482524013106</span></a></p><p>"The SNN model was deployed on Xylo, a digital SNN neuromorphic processor designed to process temporal signals. Xylo efficiently simulates spiking leaky integrate-and-fire neurons with exponential input synapses. Xylo has much lower energy requirements than traditional approaches to signal processing"</p><p>"the application has an average power consumption of 87.4 microW (IO power) + 287.9 microW (compute power) when deployed to Xylo"</p><p><a href="https://mathstodon.xyz/tags/neuroscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuroscience</span></a> <a href="https://mathstodon.xyz/tags/NeuromorphicComputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NeuromorphicComputing</span></a> <a href="https://mathstodon.xyz/tags/neuromorph" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuromorph</span></a> <a href="https://mathstodon.xyz/tags/xylo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>xylo</span></a></p>
Dan Goodman<p>SPIKING NEURAL NETWORKS!</p><p>If you love them, join us at SNUFA24. Free, online workshop, Nov 5-6 (2-6pm CET). Usually ~700 participants.</p><p>Invited speakers: Chiara Bartolozzi, David Kappel, Anna Levina, Christian Machens</p><p>Posters + 8 contributed talks selected by participant vote.</p><p>Abstract submission is quick and easy (300 word max), and now open until the deadline Sept 27.</p><p>Registration is free, but mandatory.</p><p>Hope to see you there!</p><p><a href="https://snufa.net/2024/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">snufa.net/2024/</span><span class="invisible"></span></a></p><p><a href="https://neuromatch.social/tags/SpikingNeuralNetworks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SpikingNeuralNetworks</span></a> <a href="https://neuromatch.social/tags/neuroscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuroscience</span></a> <a href="https://neuromatch.social/tags/computationalneuroscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>computationalneuroscience</span></a> <a href="https://neuromatch.social/tags/neuromorphic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuromorphic</span></a> <a href="https://neuromatch.social/tags/neuromorphiccomputing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>neuromorphiccomputing</span></a> <a href="https://neuromatch.social/tags/Neuromorphicengineering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Neuromorphicengineering</span></a></p>

For friends of #neuromorphicComputing, we are happy that our new idea, spearheaded by Clara Wanjura, is now published in #NaturePhysics. It shows how to take a linear optical device and turn it into a fully nonlinear neuromorphic device which can be trained efficiently.

nature.com/articles/s41567-024

Neuromorphic computing is all about possible paths towards replacing energy-hungry digital artificial neural networks by more physics-based devices.
...

Picture credit: CC Wanjura

1/n

Diese Woche treffen sich internationale Forschende und Interessierte aus den Bereichen Computing-Neurowissenschaften und #KünstlicheIntelligenz zur International Conference on #NeuromorphicComputing and Engineering (#ICNCE) im Eurogress Aachen. KI aus Nordrhein-Westfalen rückt damit in den Blick der internationalen Forschung und zunehmend auch in das Interesse der Unternehmen, die KI anbieten oder nutzen wollen. fz-juelich.de/de/aktuelles/new

If we're going to stick with scaling ever more gigantic , then these sorts of architectures will be necessary to extend the scaling runway.

Why they can't come up with decent names for this stuff is ever lost on me though, what a missed opportunity to build brand value...


anandtech.com/show/21355/intel

AnandTech · Intel and Sandia National Labs Roll Out 1.15B Neuron “Hala Point” Neuromorphic Research SystemBy Ryan Smith