Microscopic and collective signatures of feature learning in neural networks

Andrea Corti, Rosalba Pacelli, Pietro Rotondo +1

Feature extraction - the ability to identify relevant properties of data - is a key factor underlying the success of deep learning. Yet, it has proved difficult to elucidate its na…