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An FPGA Implementation of Deep Spiking Neural Networks for Low-Power and Fast Classification

Ju, XP; Fang, B; Yan, R; Xu, XL; Tang, HJ

Tang, HJ (corresponding author), Sichuan Univ, Coll Comp Sci, Chengdu 610065, Sichuan, Peoples R China.; Tang, HJ (corresponding author), Zhejiang Univ, Coll Comp Sci & Technol, Hangzhou 310027, Zhejiang, Peoples R China.

NEURAL COMPUTATION, 2020; 32 (1): 182

Abstract

A spiking neural network (SNN) is a type of biological plausibility model that performs information processing based on spikes. Training a deep SNN ef......

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