Fast-SNN : Fast Spiking Neural Network by Converting Quantized ANN

Spiking neural networks (SNNs) have shown advantages in computation and energy efficiency over traditional artificial neural networks (ANNs) thanks to their event-driven representations. SNNs also replace weight multiplications in ANNs with additions, which are more energy-efficient and less computa...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 12 vom: 18. Dez., Seite 14546-14562
Auteur principal: Hu, Yangfan (Auteur)
Autres auteurs: Zheng, Qian, Jiang, Xudong, Pan, Gang
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article