Direct training high-performance spiking neural networks for object recognition and detection

INTRODUCTION: The spiking neural network (SNN) is a bionic model that is energy-efficient when implemented on neuromorphic hardwares. The non-differentiability of the spiking signals and the complicated neural dynamics make direct training of high-performance SNNs a great challenge. There are numero...

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Detalles Bibliográficos
Autores principales: Zhang, Hong, Li, Yang, He, Bin, Fan, Xiongfei, Wang, Yue, Zhang, Yu
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/PMC10442545/
https://www.ncbi.nlm.nih.gov/pubmed/37614339
http://dx.doi.org/10.3389/fnins.2023.1229951

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10442545/
https://www.ncbi.nlm.nih.gov/pubmed/37614339
http://dx.doi.org/10.3389/fnins.2023.1229951

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