The Robustness of Spiking Neural Networks in Communication and its Application towards Network Efficiency in Federated Learning

Manh V. Nguyen, Liang Zhao, Bobin Deng +3

Spiking Neural Networks (SNNs) have recently gained significant interest in on-chip learning in embedded devices and emerged as an energy-efficient alternative to conventional Arti…