Topological derivative approach for deep neural network architecture adaptation

C G Krishnanunni, Tan Bui-Thanh, Clint Dawson

This work presents a novel algorithm for progressively adapting neural network architecture along the depth. In particular, we attempt to address the following questions in a mathe…