Intrinsic dimension of data representations in deep neural networks

Alessio Ansuini, Alessandro Laio, Jakob H. Macke +1

Deep neural networks progressively transform their inputs across multiple processing layers. What are the geometrical properties of the representations learned by these networks? H…