Optimal coloured perceptrons
Disordered Systems and Neural Networks
2009-10-31 v2 Statistical Mechanics
Abstract
Ashkin-Teller type perceptron models are introduced. Their maximal capacity per number of couplings is calculated within a first-step replica-symmetry-breaking Gardner approach. The results are compared with extensive numerical simulations using several algorithms.
Cite
@article{arxiv.cond-mat/0004173,
title = {Optimal coloured perceptrons},
author = {D. Bolle' and P. Kozlowski},
journal= {arXiv preprint arXiv:cond-mat/0004173},
year = {2009}
}
Comments
8 pages in Latex with 2 eps figures, RSB1 calculations has been added