Parallel dynamics of the asymmetric extremely diluted Ashkin-Teller neural network

Details Parallel dynamics of the asymmetric extremely diluted Ashkin-Teller neural network Parallel dynamics of the asymmetric extremely diluted Ashkin-Teller neural network

1999-11-22

arxiv.org/abs/cond-mat/9911349v1

Eur. J. Phys. B 16, 749-754 (2000)

Physics

Condensed Matter

Disordered Systems and Neural Networks

6 pages, 2 eps figures

Scientific paper

The parallel dynamics of the asymmetric extremely diluted Ashkin-Teller neural network is studied using signal-to-noise analysis techniques. Evolution equations for the order parameters are derived, both at zero and finite temperature. The retrieval properties of the network are discussed in terms of the four-spin coupling strength and the temperature. It is shown that the presence of a four-spin coupling enhances the retrieval quality.

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