Statistical mechanics of a multiconnected Hopfield neural-network model in a transverse field

Yu‐qiang Ma, Chang-De Gong · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1995

The Hopfield neural-network model with p-spin interactions in the presence of a transverse field is introduced and solved exactly in the limit p\ensuremath{\rightarrow}\ensuremath{\infty}. In the phase diagrams drawn as a function of the temperature, the important results such as reentrance are found, and the effects of the quantum fluctuations on the phase transitions, the retrieval phase, and the storage ratio \ensuremath{\alpha} are examined.

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