Reformulation of RBM to Unify Linear and Nonlinear Dimensionality Reduction

Jiangsheng You, Chun-Yen Liu

A restricted Boltzmann machine (RBM) is a two-layer neural network with shared weights and has been extensively studied for dimensionality reduction, data representation and recomm…