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

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 plausible spatia...

Descripción completa

Detalles Bibliográficos
Autores principales: Shen, Guobin, Zhao, Dongcheng, Zeng, Yi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9214320/
https://www.ncbi.nlm.nih.gov/pubmed/35755868
http://dx.doi.org/10.1016/j.patter.2022.100522

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9214320/
https://www.ncbi.nlm.nih.gov/pubmed/35755868
http://dx.doi.org/10.1016/j.patter.2022.100522

Ejemplares similares