Measuring Catastrophic Forgetting in Neural Networks

Ronald Kemker, Marc McClure, Angelina Abitino +2

Deep neural networks are used in many state-of-the-art systems for machine perception. Once a network is trained to do a specific task, e.g., bird classification, it cannot easily…