Direct Training via Backpropagation for Ultra-Low-Latency Spiking Neural Networks with Multi-Threshold

Direct Training via Backpropagation for Ultra-Low-Latency Spiking Neural Networks with Multi-Threshold

Spiking neural networks (SNNs) can utilize spatio-temporal information and have the characteristic of energy efficiency, being a good alternative to deep neural networks (DNNs). The event-driven information processing means that SNNs can reduce the expensive computation of DNNs and save a great deal...

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Bibliographic Details
Main Authors: Changqing Xu, Yi Liu, Dongdong Chen, Yintang Yang
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Symmetry
Subjects:
spiking neural networks
multi-threshold
backpropagation
ultra-low latency
Online Access:https://www.mdpi.com/2073-8994/14/9/1933

Internet

https://www.mdpi.com/2073-8994/14/9/1933

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