Gradient-Free Continual Learning in Spiking Neural Networks via Inter-Spike Interval Regularization
arXiv:2604.16496v1 Announce Type: cross
Abstract: Continual learning, the ability to acquire new tasks sequentially without forgetting prior knowledge, is essential for deploying neural networks in dynamic real-world environments, from nuclear digital…