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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Detalles Bibliográficos
Autores principales: Wu, Yujie, Deng, Lei, Li, Guoqi, Zhu, Jun, Shi, Luping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974215/
https://www.ncbi.nlm.nih.gov/pubmed/29875621
http://dx.doi.org/10.3389/fnins.2018.00331

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974215/
https://www.ncbi.nlm.nih.gov/pubmed/29875621
http://dx.doi.org/10.3389/fnins.2018.00331

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