no code implementations • 24 Jan 2020 • Ya. S. Lyakhova, E. A. Polyakov, A. N. Rubtsov
We propose a novel quantum model for the restricted Boltzmann machine (RBM), in which the visible units remain classical whereas the hidden units are quantized as noninteracting fermions.
no code implementations • 11 Jul 2019 • A. Yavorsky, L. A. Markovich, E. A. Polyakov, A. N. Rubtsov
Finding an energy minimum in the Ising model is an exemplar objective, associated with many combinatorial optimization problems, that is computationally hard in general, but occurs in all areas of modern science.