Incremental Online Learning of Randomized Neural Network with Forward Regularization

Junda Wang, Minghui Hu, Ning Li +2

Online learning of deep neural networks suffers from challenges such as hysteretic non-incremental updating, increasing memory usage, past retrospective retraining, and catastrophi…