Structures of Neural Network Effective Theories

Ian Banta, Tianji Cai, Nathaniel Craig +1

We develop a diagrammatic approach to effective field theories (EFTs) corresponding to deep neural networks at initialization, which dramatically simplifies computations of finite-…