Continual Learning with Neuromorphic Computing: Foundations, Methods, and Emerging Applications

Mishal Fatima Minhas, Rachmad Vidya Wicaksana Putra, Falah Awwad +2

The challenging deployment of compute- and memory-intensive methods from Deep Neural Network (DNN)-based Continual Learning (CL) underscores the critical need for a paradigm shift…