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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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Bibliografske podrobnosti
izdano v:Sci Rep
Main Authors: Hwang, Sungmin, Chang, Jeesoo, Oh, Min-Hye, Lee, Jong-Ho, Park, Byung-Gook
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2020
Teme:
Online dostop: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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