Learning the Einstein-Podolsky-Rosen correlations on a Restricted Boltzmann Machine
Quantum Physics
2017-07-19 v2 Disordered Systems and Neural Networks
Statistical Mechanics
Abstract
We construct a hidden variable model for the EPR correlations using a Restricted Boltzmann Machine. The model reproduces the expected correlations and thus violates the Bell inequality, as required by Bell's theorem. Unlike most hidden-variable models, this model does not violate the assumption in Bell's argument. Rather, it violates , albeit in a decidedly non-conspiratorial way.
Cite
@article{arxiv.1707.03114,
title = {Learning the Einstein-Podolsky-Rosen correlations on a Restricted Boltzmann Machine},
author = {Steven Weinstein},
journal= {arXiv preprint arXiv:1707.03114},
year = {2017}
}
Comments
5 pages, 3 figures. Comments welcome. References added in v2