Developing a Maximum-Entropy Restricted Boltzmann Machine with a Quantum Thermodynamics Formalism

Roshawn Terrell, Eleanor Watson, Timofey Golubev

We propose a Restricted Boltzmann Machine (RBM) neural network using a quantum thermodynamics formalism and the maximization of entropy as the cost function for the optimization pr…