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Impact of the Sub-Resting Membrane Potential on Accurate Inference in Spiking Neural Networks

Spiking neural networks (SNNs) are considered as the third generation of artificial neural networks, having the potential to improve the energy efficiency of conventional computing systems. Although the firing rate of a spiking neuron is an approximation of rectified linear unit (ReLU) activation in...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Hwang, Sungmin, Chang, Jeesoo, Oh, Min-Hye, Lee, Jong-Ho, Park, Byung-Gook
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7044207/
https://ncbi.nlm.nih.gov/pubmed/32103126
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-60572-8
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