Sampling the space of solutions of an artificial neural network

Alessandro Zambon, Enrico M. Malatesta, Guido Tiana +1

The weight space of an artificial neural network can be systematically explored using tools from statistical mechanics. We employ a combination of a hybrid Monte Carlo algorithm wh…