Saliency-Guided Replay for Continual Learning in Deep Spiking Neural Networks

Francesco Panetta, Federico Di Valerio, Michela Proietti

Spiking Neural Networks (SNNs) are promising for energy-efficient neuromorphic computing, but they still suffer from catastrophic forgetting when learning tasks sequentially. This…