Optimal Capacity of the Blume-Emery-Griffiths perceptron
Disordered Systems and Neural Networks
2009-11-07 v1
Abstract
A Blume-Emery-Griffiths perceptron model is introduced and its optimal capacity is calculated within the replica-symmetric Gardner approach, as a function of the pattern activity and the imbedding stability parameter. The stability of the replica-symmetric approximation is studied via the analogue of the Almeida-Thouless line. A comparison is made with other three-state perceptrons.
Keywords
Cite
@article{arxiv.cond-mat/0210256,
title = {Optimal Capacity of the Blume-Emery-Griffiths perceptron},
author = {D. Bolle and I. Perez Castillo and G. M. Shim},
journal= {arXiv preprint arXiv:cond-mat/0210256},
year = {2009}
}
Comments
10 pages, 8 figures