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Analyzing and Accelerating the Bottlenecks of Training Deep SNNs With Backpropagation

Chen, RZ; Li, L

Chen, RZ (corresponding author), Chinese Acad Sci, Inst Software, State Key Lab Comp Sci, Beijing 100190, Peoples R China.; Chen, RZ (corresponding author), Univ Chinese Acad Sci, Beijing 100049, Peoples R China.

NEURAL COMPUTATION, 2020; 32 (12): 2507

Abstract

Spiking neural networks (SNNs) with the event-driven manner of transmitting spikes consume ultra-low power on neuromorphic chips. However, training de......

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