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Optimal capacity of the Blume-Emery-Griffiths perceptron | D Bollé
; I Pérez Castillo
; G M Shim
; | Date: |
28 Feb 2003 | Journal: | Phys Rev E, 67 (3 Pt 2), 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 embedding stability parameter. The stability of the replica-symmetric approximation is studied via the analog of the de Almeida-Thouless line. A comparison is made with other three-state perceptrons. | Source: | PubMed, pmid12689138 | Services: | Forum | Review | Favorites |
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