Rethinking Spiking Neural Networks from an Ensemble Learning Perspective

Yongqi Ding, Lin Zuo, Mengmeng Jing +2

Spiking neural networks (SNNs) exhibit superior energy efficiency but suffer from limited performance. In this paper, we consider SNNs as ensembles of temporal subnetworks that sha…