SAGE: Surrogate-gradient Adaptation via Attention-Guided Entropy for Spiking Transformers

Kiran Nair, Rodrigue Rizk, KC Santosh

Spiking neural networks (SNNs) offer an energy-efficient alternative to conventional deep neural networks by exploiting sparse event-driven computation, but their training remains…