Author

Guoqi Li

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Preprint Jul 2026

Burst Spiking Neural Networks

This work proposes Burst Spiking Neural Networks (BuSNNs), built upon Burst-enhanced Spiking Neurons and a Dynamic Weight Constraint (DWC) mechanism, which mitigates perturbation-induced transitions in activation states and thereby enhances robustness.

Jiahong Zhang, Sijun Shen, Man Yao et al. · 0 citations