STCA-SNN: self-attention-based temporal-channel joint attention for spiking neural networks

Spiking Neural Networks (SNNs) have shown great promise in processing spatio-temporal information compared to Artificial Neural Networks (ANNs). However, there remains a performance gap between SNNs and ANNs, which impedes the practical application of SNNs. With intrinsic event-triggered property an...

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Detalles Bibliográficos
Autores principales: Wu, Xiyan, Song, Yong, Zhou, Ya, Jiang, Yurong, Bai, Yashuo, Li, Xinyi, Yang, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10667472/
https://www.ncbi.nlm.nih.gov/pubmed/38027490
http://dx.doi.org/10.3389/fnins.2023.1261543

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10667472/
https://www.ncbi.nlm.nih.gov/pubmed/38027490
http://dx.doi.org/10.3389/fnins.2023.1261543

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