The field of statistical mechanics applied to neural networks and Boltzmann machines has grown into a multidisciplinary research area that bridges the gap between theoretical physics, mathematics and ...

In this letter, we propose a method to decrease the number of hidden units of the restricted Boltzmann machine while avoiding a decrease in the performance quantified by the Kullback-Leibler ...

Thesis Title: Thermodynamic Learning and Computing of Generative Stochastic Artificial Neural Networks The application of statistical physics in machine learning was a fundamental stepping stone in ...