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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Bibliographic Details
Published in:	Frontiers in Neuroscience
Main Authors:	Lingfei Mo, Zhihan Tao
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-09-01
Subjects:	spiking neural network (SNN) event-driven acceleration simulator unsupervised learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fnins.2022.944262/full

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