Online Deep Learning: Growing RBM on the fly

Savitha Ramasamy, Kanagasabai Rajaraman, Pavitra Krishnaswamy +1

We propose a novel online learning algorithm for Restricted Boltzmann Machines (RBM), namely, the Online Generative Discriminative Restricted Boltzmann Machine (OGD-RBM), that prov…