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Fast learning without synaptic plasticity in spiking neural networks

Abstract Spiking neural networks are of high current interest, both from the perspective of modelling neural networks of the brain and for porting their fast learning capability and energy efficiency into neuromorphic hardware. But so far we have not been able to reproduce fast learning capabilities...

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Hlavní autoři: Anand Subramoney, Guillaume Bellec, Franz Scherr, Robert Legenstein, Wolfgang Maass
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Portfolio 2024-04-01
Edice:Scientific Reports
On-line přístup:https://doi.org/10.1038/s41598-024-55769-0
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