Backpropagation with biologically plausible spatiotemporal adjustment for training deep spiking neural networks

Summary: The spiking neural network (SNN) mimics the information-processing operation in the human brain. Directly applying backpropagation to the training of the SNN still has a performance gap compared with traditional deep neural networks. To address the problem, we propose a biologically plausib...

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Bibliographic Details

Published in:	Patterns
Main Authors:	Guobin Shen, Dongcheng Zhao, Yi Zeng
Format:	Article
Language:	English
Published:	Elsevier 2022-06-01
Subjects:	DSML2: Proof-of-concept: Data science output has been formulated, implemented, and tested for one domain/problem
Online Access:	http://www.sciencedirect.com/science/article/pii/S2666389922001192