Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks

Shikuang Deng, Hao Lin, Yuhang Li, Shi Gu. Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 7645-7657, PMLR, 2023. [doi]

Abstract

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