Supervised Learning With First-to-Spike Decoding in Multilayer Spiking Neural Networks

Supervised Learning With First-to-Spike Decoding in Multilayer Spiking Neural Networks

Experimental studies support the notion of spike-based neuronal information processing in the brain, with neural circuits exhibiting a wide range of temporally-based coding strategies to rapidly and efficiently represent sensory stimuli. Accordingly, it would be desirable to apply spike-based comput...

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Bibliografiske detaljer
Main Authors: Brian Gardner, André Grüning
Format: Article
Sprog:English
Udgivet: Frontiers Media S.A. 2021-04-01
Serier:Frontiers in Computational Neuroscience
Fag:
spiking neural networks
multilayer SNN
supervised learning
backpropagation
temporal coding
classification
Online adgang:https://www.frontiersin.org/articles/10.3389/fncom.2021.617862/full

Internet

https://www.frontiersin.org/articles/10.3389/fncom.2021.617862/full

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