How does Weight Correlation Affect the Generalisation Ability of Deep Neural Networks

Gaojie Jin, Xinping Yi, Liang Zhang +3

This paper studies the novel concept of weight correlation in deep neural networks and discusses its impact on the networks' generalisation ability. For fully-connected layers, the…