Advancing Direct Training for Spiking Neural Networks with Circulate-Firing Neurons and Learnable Gradients

Feifan Zhou, Xiang Wei, Yang Liu +1

Spiking Neural Networks (SNNs) have emerged with promising energy-efficient property, yet a substantial performance gap persists compared to Artificial Neural Networks (ANNs). This…