An Adaptive and Stability-Promoting Layerwise Training Approach for Sparse Deep Neural Network Architecture

C G Krishnanunni, Tan Bui-Thanh

This work presents a two-stage adaptive framework for progressively developing deep neural network (DNN) architectures that generalize well for a given training data set. In the fi…