Wesley Chung

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

NeuMoSync is introduced, a novel architecture that integrates dynamic, neuron-specific modulation into deep neural networks to enhance their adaptability and plasticity and demonstrates strong performance in retaining plasticity and achieves improvements in both forward and backward adaptation compared with existing me...