Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
1999-06-17
J. Phys. A: Math. Gen. 32 (1999) 8577-8586
Physics
Condensed Matter
Disordered Systems and Neural Networks
Latex, 12 pages, 5 ps figures, minor changes: some comments added
Scientific paper
10.1088/0305-4470/32/49/301
The thermodynamic and retrieval properties of the Ashkin-Teller neural network model storing an infinite number of patterns are examined in the replica-symmetric mean-field approximation. In particular, for linked patterns temperature-capacity phase diagrams are derived for different values of the two-neuron and four-neuron coupling strengths. This model can be considered as a particular non-trivial generalisation of the Hopfield model and exhibits a number of interesting new features. Some aspects of replica-symmetry breaking are discussed.
Bolle D.
Kozlowski P.
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