Block Neural Network Avoids Catastrophic Forgetting When Learning Multiple Task

Guglielmo Montone, J. Kevin O'Regan, Alexander V. Terekhov

In the present work we propose a Deep Feed Forward network architecture which can be trained according to a sequential learning paradigm, where tasks of increasing difficulty are l…