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STSC-SNN: Spatio-Temporal Synaptic Connection with temporal convolution and attention for spiking neural networks

Spiking neural networks (SNNs), as one of the algorithmic models in neuromorphic computing, have gained a great deal of research attention owing to temporal information processing capability, low power consumption, and high biological plausibility. The potential to efficiently extract spatio-tempora...

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Detalles Bibliográficos
Autores principales: Yu, Chengting, Gu, Zheming, Li, Da, Wang, Gaoang, Wang, Aili, Li, Erping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9817103/
https://www.ncbi.nlm.nih.gov/pubmed/36620452
http://dx.doi.org/10.3389/fnins.2022.1079357