Highly efficient neuromorphic learning system of spiking neural network with multi-compartment leaky integrate-and-fire neurons

A spiking neural network (SNN) is considered a high-performance learning system that matches the digital circuits and presents higher efficiency due to the architecture and computation of spiking neurons. While implementing a SNN on a field-programmable gate array (FPGA), the gradient back-propagati...

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Detalles Bibliográficos
Autores principales: Gao, Tian, Deng, Bin, Wang, Jiang, Yi, Guosheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554099/
https://www.ncbi.nlm.nih.gov/pubmed/36248664
http://dx.doi.org/10.3389/fnins.2022.929644

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9554099/
https://www.ncbi.nlm.nih.gov/pubmed/36248664
http://dx.doi.org/10.3389/fnins.2022.929644

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