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BIDL: a brain-inspired deep learning framework for spatiotemporal processing

Brain-inspired deep spiking neural network (DSNN) which emulates the function of the biological brain provides an effective approach for event-stream spatiotemporal perception (STP), especially for dynamic vision sensor (DVS) signals. However, there is a lack of generalized learning frameworks that...

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Detalles Bibliográficos
Autores principales: Wu, Zhenzhi, Shen, Yangshu, Zhang, Jing, Liang, Huaju, Zhao, Rongzhen, Li, Han, Xiong, Jianping, Zhang, Xiyu, Chua, Yansong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410154/
https://www.ncbi.nlm.nih.gov/pubmed/37564366
http://dx.doi.org/10.3389/fnins.2023.1213720