Generalization Bounds of Spiking Neural Networks via Rademacher Complexity

Shao-Qun Zhang, Zhi-Hua Zhou

Spiking Neural Networks (SNNs) have garnered increasing attention as one of bio-inspired models due to their great potential in neuromorphic computing and sparse computation. Many…