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Optimal Capacity of the Blume-Emery-Griffiths perceptron

D. Bolle, I. Perez Castillo, G. M. Shim

cond-mat.dis-nnarXiv:cond-mat/0210256

Abstract

A Blume-Emery-Griffiths perceptron model is introduced and its optimal capacity is calculated within the replica-symmetric Gardner approach, as a function of the pattern activity and the imbedding stability parameter. The stability of the replica-symmetric approximation is studied via the analogue of the Almeida-Thouless line. A comparison is made with other three-state perceptrons.

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