Title: Optimal capacity of graded-response perceptrons: A replica-symmetry-breaking solution
Authors: Bollé, Désiré ×
Erichsen, R #
Issue Date: May-1996
Publisher: IOP Pub.
Series Title: Journal of Physics A. Mathematical and General vol:29 issue:10 pages:2299-2307
Abstract: Optimal capacities of perceptrons with graded input-output relations are studied within the first-step replica-symmetry-breaking Gardner approach. Input-data errors and a limited output precision are allowed. In particular, the role of non-monotonicity in the input-output relations on the breaking and on the overall performance is determined.
ISSN: 0305-4470
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Theoretical Physics Section
× corresponding author
# (joint) last author

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