Frozen Backpropagation: Relaxing Weight Symmetry in Deep Spiking Neural Networks
arXiv:2505.13741v2 Announce Type: replace
Abstract: Direct training of Spiking Neural Networks (SNNs) on neuromorphic hardware can greatly reduce energy costs compared to GPU-based training. However, implementing Backpropagation (BP) on such hardware …