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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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Bibliographic Details
Published in:Sci Rep
Main Authors: Hwang, Sungmin, Chang, Jeesoo, Oh, Min-Hye, Lee, Jong-Ho, Park, Byung-Gook
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2020
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Online Access: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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