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Going Deeper in Spiking Neural Networks: VGG and Residual Architectures

Over the past few years, Spiking Neural Networks (SNNs) have become popular as a possible pathway to enable low-power event-driven neuromorphic hardware. However, their application in machine learning have largely been limited to very shallow neural network architectures for simple problems. In this...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Sengupta, Abhronil, Ye, Yuting, Wang, Robert, Liu, Chiao, Roy, Kaushik
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6416793/
https://ncbi.nlm.nih.gov/pubmed/30899212
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2019.00095
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