761e6675f9e54673cc778e7fdb2823d2-Paper.pdf

When learning tasks over time, artificial neural networks suffer from aproblem known as Catastrophic Forgetting (CF). This happens when the weights of a network are overwritten during the training of a new task causing forgetting of oldinformation.