Title : Structures of Neural Network Effective Theories
Speaker : Prof. Z. Zhang (USU, Utah State)
Abstract : I will discuss an intriguing connection between neural networks and effective field theories, and introduce a diagrammatic approach to perform calculations in these theories which makes transparent the structures of RG flows underlying the success of critical tuning of deep neural networks. Based on arXiv:2305.02334.