How deep is deep enough? -- Quantifying class separability in the hidden layers of deep neural networks

Achim Schilling, Claus Metzner, Jonas Rietsch +3

Deep neural networks typically outperform more traditional machine learning models in their ability to classify complex data, and yet is not clear how the individual hidden layers…