Low-Latency Spiking Neural Networks Using Pre-Charged Membrane Potential and Delayed Evaluation

Spiking neural networks (SNNs) have attracted many researchers’ interests due to its biological plausibility and event-driven characteristic. In particular, recently, many studies on high-performance SNNs comparable to the conventional analog-valued neural networks (ANNs) have been reported by conve...

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Vydáno v:Front Neurosci
Hlavní autoři: Hwang, Sungmin, Chang, Jeesoo, Oh, Min-Hye, Min, Kyung Kyu, Jang, Taejin, Park, Kyungchul, Yu, Junsu, Lee, Jong-Ho, Park, Byung-Gook
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2021
Témata:
Neuroscience
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7935527/
https://ncbi.nlm.nih.gov/pubmed/33679308
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2021.629000
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