NeuMoSync: End-to-End Neuromodulatory Control for Plasticity and Adaptability in Continual Learning

Seyed Roozbeh Razavi Rohani, Khashayar Khajavi, Wesley Chung +2

Continual learning (CL) requires models to learn tasks sequentially, yet deep neural networks often suffer from plasticity loss and poor knowledge transfer, which can impede their…