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.
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Picture credit: CC Wanjura
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The dendristor: neuromorphic computing with in silico neuronal arbours instead of point neurons.
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."
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
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
Unravel the future of IT at #JulichSummerAcademy!
Dive into the captivating realm of #neuromorphiccomputing with insightful talks, hands-on workshops, & networking!
Apply now for individual events at this annual program to stay ahead in tech! sste
For more details, visit: https://www.fz-juelich.de/de/jsa
Addendae 1
Quantum material exhibits 'non-local' behavior that mimics brain function
Ppossible way to improve energy-efficient computing
https://www.sciencedaily.com/releases/2023/08/230808110939.htm
* electrical stimuli passed betw. neighboring electrodes can affect non-neighboring electrodes
* step toward brain-like computers w. minimal energy requirements
Spatial Interactions in Hydrogenated Perovskite Nickelate Synaptic Networks
https://pubs.acs.org/doi/10.1021/acs.nanolett.3c02076