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EvtSNN: Event-driven SNN simulator optimized by population and pre-filtering

Recently, spiking neural networks (SNNs) have been widely studied by researchers due to their biological interpretability and potential application of low power consumption. However, the traditional clock-driven simulators have the problem that the accuracy is limited by the time-step and the latera...

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Detalles Bibliográficos
Autores principales: Mo, Lingfei, Tao, Zhihan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9560128/
https://www.ncbi.nlm.nih.gov/pubmed/36248639
http://dx.doi.org/10.3389/fnins.2022.944262