Neural Network Module Decomposition and Recomposition

Hiroaki Kingetsu, Kenichi Kobayashi, Taiji Suzuki

We propose a modularization method that decomposes a deep neural network (DNN) into small modules from a functionality perspective and recomposes them into a new model for some oth…