Some Exact Results of Hopfield Neural Networks and Applications

Physics – Biological Physics

Scientific paper

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4 pages, latex, no figures

Scientific paper

A set of fixed points of the Hopfield type neural network was under investigation. Its connection matrix is constructed with regard to the Hebb rule from a highly symmetric set of the memorized patterns. Depending on the external parameter the analytic description of the fixed points set had been obtained. And as a conclusion, some exact results of Hopfield neural networks were gained.

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