Neural network interpretation using descrambler groups

Jake L. Amey, Jake Keeley, Tajwar Choudhury +1

The lack of interpretability and trust is a much-criticised feature of deep neural networks. In fully connected nets, the signalling between inner layers is scrambled because backp…