Title: Optimal capacity of the Blume-Emery-Griffiths perceptron
Authors: Bollé, Désiré ×
Perez Castillo, Isaac
Shim, GM #
Issue Date: Mar-2003
Publisher: American physical soc
Series Title: Physical Review E vol:67 pages:036113-1-036113-10
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.
ISSN: 2470-0045
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Theoretical Physics Section
× corresponding author
# (joint) last author

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