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Quantization Framework for Fast Spiking Neural Networks

Compared with artificial neural networks (ANNs), spiking neural networks (SNNs) offer additional temporal dynamics with the compromise of lower information transmission rates through the use of spikes. When using an ANN-to-SNN conversion technique there is a direct link between the activation bit pr...

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Detalles Bibliográficos
Autores principales: Li, Chen, Ma, Lei, Furber, Steve
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9344889/
https://www.ncbi.nlm.nih.gov/pubmed/35928011
http://dx.doi.org/10.3389/fnins.2022.918793