Brain-inspired replay for continual learning with artificial neural networks

1 code implementation • 13 Aug 2020 • Gido M. van de Ven, Hava T. Siegelmann & Andreas S. Tolias

In artificial neural networks, such memory replay can be implemented as ‘generative replay’, which can successfully – and surprisingly efficiently – prevent catastrophic forgetting on toy examples even in a class-incremental learning scenario.

Class Incremental Learning Incremental Learning