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MPD-SGR: Robust Spiking Neural Networks with Membrane Potential Distribution-Driven Surrogate Gradient Regularization
Portuguese Conference on Artificial Intelligence (EPIA), 2025
15 November 2025
Runhao Jiang
Chengzhi Jiang
Rui Yan
Huajin Tang
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"MPD-SGR: Robust Spiking Neural Networks with Membrane Potential Distribution-Driven Surrogate Gradient Regularization"
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