Emergence of Fibrations, Compression, and Symmetry Breaking in Artificial Neural Networks

Osvaldo M Velarde, Lucas C Parra, Alireza Hashemi +1

Artificial neural networks are often regarded as powerful yet opaque black boxes. Here, we demonstrate that learning in deep neural networks generates local symmetries known in gra…