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Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks

Spiking neural networks (SNNs) are promising in ascertaining brain-like behaviors since spikes are capable of encoding spatio-temporal information. Recent schemes, e.g., pre-training from artificial neural networks (ANNs) or direct training based on backpropagation (BP), make the high-performance su...

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Vydáno v:Front Neurosci
Hlavní autoři: Wu, Yujie, Deng, Lei, Li, Guoqi, Zhu, Jun, Shi, Luping
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5974215/
https://ncbi.nlm.nih.gov/pubmed/29875621
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2018.00331
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