Channel redundancy and overlap in convolutional neural networks with channel-wise NNK graphs

David Bonet, Antonio Ortega, Javier Ruiz-Hidalgo +1

Feature spaces in the deep layers of convolutional neural networks (CNNs) are often very high-dimensional and difficult to interpret. However, convolutional layers consist of multi…