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ALBSNN: ultra-low latency adaptive local binary spiking neural network with accuracy loss estimator

Spiking neural network (SNN) is a brain-inspired model with more spatio-temporal information processing capacity and computational energy efficiency. However, with the increasing depth of SNNs, the memory problem caused by the weights of SNNs has gradually attracted attention. In this study, we prop...

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Detalles Bibliográficos
Autores principales: Pei, Yijian, Xu, Changqing, Wu, Zili, Liu, Yi, Yang, Yintang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10525310/
https://www.ncbi.nlm.nih.gov/pubmed/37771337
http://dx.doi.org/10.3389/fnins.2023.1225871