The Ashkin-Teller neural network near saturation

Citation
D. Bolle et P. Kozlowski, The Ashkin-Teller neural network near saturation, J PHYS A, 32(49), 1999, pp. 8577-8586
Citations number
21
Categorie Soggetti
Physics
Journal title
JOURNAL OF PHYSICS A-MATHEMATICAL AND GENERAL
ISSN journal
03054470 → ACNP
Volume
32
Issue
49
Year of publication
1999
Pages
8577 - 8586
Database
ISI
SICI code
0305-4470(199912)32:49<8577:TANNNS>2.0.ZU;2-I
Abstract
The thermodynamic and retrieval properties of the Ashkin-Teller neural netw ork model storing an infinite number of patterns are examined in the replic a-symmetric mean-field approximation. In particular, for linked patterns te mperature-capacity phase diagrams are derived for different values of the t wo-neuron and four-neuron coupling strengths. This model can be considered as a particular non-trivial generalization of the Hopfield model and exhibi ts a number of interesting new features. Some aspects of replica-symmetry b reaking are discussed.