Distribution-Aware Adaptive Surrogate Gradients for Spiking Neural Networks

Rui Lu, Song Wang, Xin Sun, Zheng-Jun Du. Distribution-Aware Adaptive Surrogate Gradients for Spiking Neural Networks. In De-Shuang Huang, Chuanlei Zhang, Wei Chen 0036, Bo Li 0002, Qinhu Zhang, Wenzheng Bao, Yijie Pan, Prashan Premaratne, editors, Advanced Intelligent Computing Technology and Applications - 22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22-26, 2026, Proceedings, Part IX. Volume 16650 of Lecture Notes in Computer Science, pages 85-96, Springer, 2026. [doi]

Abstract

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