Operator formalism for optical neural network based on the parametrical four-wave mixing process
Emerging Technologies
2012-08-10 v1 Disordered Systems and Neural Networks
Abstract
In this paper we develop a formalism allowing us to describe operating of a network based on the parametrical four-wave mixing process that is well-known in nonlinear optics. The recognition power of a network using parametric neurons operating with q different frequencies is considered. It is shown that the storage capacity of such a network is higher compared with the Potts-glass models.
Keywords
Cite
@article{arxiv.1208.1774,
title = {Operator formalism for optical neural network based on the parametrical four-wave mixing process},
author = {L. B. Litinskii and B. V. Kryzhanovsky and A. Fonarev},
journal= {arXiv preprint arXiv:1208.1774},
year = {2012}
}
Comments
5 pages,without figures