Reference taken from overcoming_catastrophic_forgetting_in_autoencoders and paper link. Edited for unsupervised approach.
petrvancjr/overcoming_catastrophic_forgetting_in_autoencoders
Elastic weight consolidation technique for incremental learning adjusted for autoencoders (unsupervised NN).
Python