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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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Detalles Bibliográficos
Principais autores: Guobin Shen, Dongcheng Zhao, Yi Zeng
Formato: Artigo
Idioma:Inglês
Publicado: Elsevier 2022-06-01
Series:Patterns
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Acceso en liña:http://www.sciencedirect.com/science/article/pii/S2666389922001192
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