PCA-Initialized Deep Neural Networks Applied To Document Image Analysis

Mathias Seuret, Michele Alberti, Rolf Ingold +1

In this paper, we present a novel approach for initializing deep neural networks, i.e., by turning PCA into neural layers. Usually, the initialization of the weights of a deep neur…