Optimal colored perceptrons - art. no. 011915

Authors
Bolle, D Kozlowski, P
Citation
D. Bolle et P. Kozlowski, Optimal colored perceptrons - art. no. 011915, PHYS REV E, 6401(1), 2001, pp. 1915
Citations number
22
Categorie Soggetti
Physics
Journal title
PHYSICAL REVIEW E
ISSN journal
1063651X → ACNP
Volume
6401
Issue
1
Year of publication
2001
Part
1
Database
ISI
SICI code
1063-651X(200107)6401:1<1915:OCP-AN>2.0.ZU;2-W
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 numeric al simulations using several algorithms.