Artificial Neural Network and Statistical Physics

We still lack a clear understanding of how and when Artificial Neural Network generalise well. New work, inspired from Statistical Physics, e.g., spin-glass models, may give additional insights regarding the learning dynamics of Artificial Neural networks.