SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning

Ran Tao, Qiugang Zhan, Shantian Yang +3

Spiking Federated Learning (SFL) has been widely studied with the energy efficiency of Spiking Neural Networks (SNNs). However, existing SFL methods require model homogeneity and a…