Exact representations of many body interactions with RBM neural networks

Ermal Rrapaj, Alessandro Roggero

Restricted Boltzmann Machines (RBM) are simple statistical models defined on a bipartite graph which have been successfully used in studying more complicated many-body systems, bot…