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IDSNN: Towards High-Performance and Low-Latency SNN Training via Initialization and Distillation

Spiking neural networks (SNNs) are widely recognized for their biomimetic and efficient computing features. They utilize spikes to encode and transmit information. Despite the many advantages of SNNs, they suffer from the problems of low accuracy and large inference latency, which are, respectively,...

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Detalles Bibliográficos
Autores principales: Fan, Xiongfei, Zhang, Hong, Zhang, Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10452895/
https://www.ncbi.nlm.nih.gov/pubmed/37622980
http://dx.doi.org/10.3390/biomimetics8040375