Optimal Capacity of the Blume-Emery-Griffiths perceptron
classification
❄️ cond-mat.dis-nn
keywords
blume-emery-griffithscapacityoptimalperceptronreplica-symmetricstabilityactivityalmeida-thouless
read the original 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.
This paper has not been read by Pith yet.
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.