Optimal Capacity of the Blume-Emery-Griffiths perceptron
arXiv:cond-mat/0210256 · doi:10.1103/PhysRevE.67.036113
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.
10 pages, 8 figures