Overcoming Catastrophic Forgetting by Neuron-level Plasticity Control

Inyoung Paik, Sangjun Oh, Tae-Yeong Kwak +1

To address the issue of catastrophic forgetting in neural networks, we propose a novel, simple, and effective solution called neuron-level plasticity control (NPC). While learning…