The Accuracy of Restricted Boltzmann Machine Models of Ising Systems

David Yevick, Roger Melko

Restricted Boltzmann machine (RBM) provide a general framework for modeling physical systems, but their behavior is dependent on hyperparameters such as the learning rate, the numb…