Robust Representation Learning for Spiking Neural Networks based on Conditional Information Bottleneck.

arXiv:2610.28110v1 Announce Type: new Abstract: Spiking Neural Networks (SNNs) have shown great potential for low-power neuromorphic computing due to their event-driven processing and spatiotemporal sparsity, but they remain vulnerable to input perturbations,