On Correlation of Features Extracted by Deep Neural Networks

Babajide O. Ayinde, Tamer Inanc, Jacek M. Zurada

Redundancy in deep neural network (DNN) models has always been one of their most intriguing and important properties. DNNs have been shown to overparameterize, or extract a lot of…