Pruning Deep Neural Networks using Partial Least Squares

Artur Jordao, Ricardo Kloss, Fernando Yamada +1

Modern pattern recognition methods are based on convolutional networks since they are able to learn complex patterns that benefit the classification. However, convolutional network…