https://www.europesays.com/uk/86074/ Neuromorphic Computing Center to Be Established at UK’s Aston University – High-Performance Computing News Analysis #AstonUniversity #Computing #NeuromorphicComputing #Technology #UK #UnitedKingdom
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https://www.europesays.com/uk/35017/ Growth Opportunities in Neuromorphic Computing 2025-2030 | #ComputerVision #Computing #DeepLearning #ImageAnalysis #NeuralNetworks #Neuromorphic #NeuromorphicChip #NeuromorphicComputing #ResearchAndMarkets #Technology #UK #UnitedKingdom
More brainlike computers could change #AI for the better
These 4 neuromorphic technologies hold promise for more efficient, more capable forms of AI
https://www.sciencenews.org/article/brainlike-computers-ai-improvement
Science News · More brainlike computers could change AI for the betterNew brain-inspired hardware, architectures and algorithms could lead to more efficient, more capable forms of AI.
LLM: From Research to Deployment Large Language Models (LLMs) have swiftly transitioned from acad...
https://medium.com/@elizabeth.marcellina/llm-from-research-to-deployment-8a999341ca29?source=rss------machine_learning-5
#mlops #llm #ai #machine-learning #neuromorphic-computing
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https://medium.com/@elizabeth.marcellina/llm-from-research-to-deployment-8a999341ca29?source=rss------machine_learning-5
#mlops #llm #ai #machine-learning #neuromorphic-computing
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Medium · LLM: From Research to Deployment - Elizabeth Marcellina, PhD - Medium
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. 
#NeuromorphicComputing #AIInnovation #FutureOfTech #newz
TechRadar pro · From lab to life - atomic-scale memristors pave the way for brain-like AI and next-gen computing power
Spintronics and the Brain: Memristive Computing- Part III Problems with Modern Computing
Part 3 of my ongoing series on neuromorphic computing. This part is on so called low power computing. #neuromorphic #neuromorphiccomputing #lowpowercomputing #futureology #spintronics #physics #tech
Stuff Cam Wrote · Spintronics and the Brain: Memristive Computing- Part III Problems with Modern ComputingPart 3 of my ongoing series on neuromorphic computing. This part is on so called low power computing. #neuromorphic #neuromorphiccomputing #lowpowercomputing #futureology #spintronics #physics #tec…
Spintronics and the Brain: Neuromorphic Computing Part II
When researchers talk about making computers "think like a brain", how exactly is it that brains think? Here's a very basic explanation. #neuromorphic #neuromorphiccomputing #lowpowercomputing #futureology #spintronics #physics #tech
http://cpkimber.blog/2024/12/17/spintronics-and-the-brain-neuromorphic-computing-part-ii/
Stuff Cam Wrote · Spintronics and the Brain: Neuromorphic Computing Part IIWhen researchers talk about making computers “think like a brain”, how exactly is it that brains think? Here’s a very basic explanation. #neuromorphic #neuromorphiccomputing #lowp…
Spintronics and The Brain: Memristive Computing- Part I
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. #neuromorphic #neuromorphiccomputing #lowpowercomputing #futureology #spintronics #physics #tech
http://cpkimber.blog/2024/12/16/spintronics-and-the-brain-memristive-computing-part-i/
Stuff Cam Wrote · Spintronics and The Brain: Memristive Computing- Part II 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 …
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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.
#NeuromorphicComputing #ArtificialIntelligence #NeuroAI
Forschende testen erfolgreich Mikro-LED-Technologie für die künstliche Intelligenz von morgen 
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 #TUBraunschweig Computer der Zukunft leistungsfähiger und energieeffizienter machen.
“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...”
#AI #neuromorphiccomputing #analogcomputing
https://research.ibm.com/blog/what-is-neuromorphic-or-brain-inspired-computing
Neuromorphic chip spotted in the wild:
"Real-time sub-milliwatt epilepsy detection implemented on a spiking neural network edge inference processor", by Li et al. 2024 with @DylanMuir
https://www.sciencedirect.com/science/article/pii/S0010482524013106
"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"
"the application has an average power consumption of 87.4 microW (IO power) + 287.9 microW (compute power) when deployed to Xylo"
www.sciencedirect.comReal-time sub-milliwatt epilepsy detection implemented on a spiking neural network edge inference processorAnalyzing electroencephalogram (EEG) signals to detect the epileptic seizure status of a subject presents a challenge to existing technologies aimed a…
SPIKING NEURAL NETWORKS!
If you love them, join us at SNUFA24. Free, online workshop, Nov 5-6 (2-6pm CET). Usually ~700 participants.
Invited speakers: Chiara Bartolozzi, David Kappel, Anna Levina, Christian Machens
Posters + 8 contributed talks selected by participant vote.
Abstract submission is quick and easy (300 word max), and now open until the deadline Sept 27.
Registration is free, but mandatory.
Hope to see you there!
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.
https://www.nature.com/articles/s41567-024-02534-9
Neuromorphic computing is all about possible paths towards replacing energy-hungry digital artificial neural networks by more physics-based devices.
...
Picture credit: CC Wanjura
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The dendristor: neuromorphic computing with in silico neuronal arbours instead of point neurons.
NatureNeuromorphic dendritic network computation with silent synapses for visual motion perception - Nature ElectronicsA neuromorphic computational model based on multigate silicon nanowire transistors can perform dendritic computation by integrating synaptic organization with dendritic tree-like morphology and can be used to develop a multilayer network system that emulates three-dimensional spatial motion perception in the retina.
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. https://www.fz-juelich.de/de/aktuelles/news/pressemitteilungen/2024/neuromorphes-computing-im-fokus
[en] What is a #neuromorphic system?
"... We’re trying to understand the principles from modern neuroscience ... to create something that operates and processes information more like how a brain does."
"Are neuromorphic systems and quantum computing complementary?"
"... there is ... an intersection in the application space of quantum and neuromorphic."
EL PAÍS English · Mike Davies, Intel Labs: ‘We’re reaching the boundaries of basic computing’The man at the head of the world’s largest neuromorphic system is aiming to mimic the human brain to increase computing capacity and efficiency in meeting the demands of a new era
If we're going to stick with scaling ever more gigantic #neuralnetworks, then these sorts of #neuromorphic 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...
#neuromorphiccomputing #ai #artificialintelligence #machinelearning
https://www.anandtech.com/show/21355/intel-and-sandia-national-laboratories-roll-out-hala-point-neuromorphic-research-system
AnandTech · Intel and Sandia National Labs Roll Out 1.15B Neuron “Hala Point” Neuromorphic Research System
Explore #NeuromorphicComputing at #ICNCE2024! Join our dynamic panel on June 3rd at Eurogress Aachen. Free registration until April 15th: https://apps.fz-juelich.de/rfv/jsa2024/code. Dive into engaging discussions & broaden your understanding. #JulichSummerAcademy www.icnce-2024.de/
This will buy us a couple of more years of runway, but unless we figure out how to make neuromorphic computing work at scale, that runway is going to run out at some point.
#AI #ArtificialIntelligence #GPU #NeuromorphicComputing
https://spectrum.ieee.org/trillion-transistor-gpu
IEEE Spectrum · How We’ll Reach a 1 Trillion Transistor GPU