Adaptive Gradient Learning for Spiking Neural Networks by Exploiting Membrane Potential Dynamics

Jiaqiang Jiang, Lei Wang, Runhao Jiang +2

Brain-inspired spiking neural networks (SNNs) are recognized as a promising avenue for achieving efficient, low-energy neuromorphic computing. Recent advancements have focused on d…