Modularity as a Means for Complexity Management in Neural Networks Learning

David Castillo-Bolado, Cayetano Guerra-Artal, Mario Hernandez-Tejera

Training a Neural Network (NN) with lots of parameters or intricate architectures creates undesired phenomena that complicate the optimization process. To address this issue we pro…