Title: A replica approach to the state-dependent synapses neural network
Authors: Bollé, Désiré
Shim, Gyoung Moo
Van Mol, B #
Issue Date: May-1999
Publisher: Iop publishing ltd
Series Title: Journal of Physics A. Mathematical and General vol:32 issue:18 pages:3201-3207
Abstract: The replica method is applied to a neural network model with state-dependent synapses built from those patterns having a correlation with the state of the system greater than a certain threshold. Replica-symmetric and first-step replica-symmetry-breaking results are presented for the storage capacity at zero temperature as a function of this threshold value. A comparison is made with existing results based upon mean-field equations obtained by using a statistical method.
ISSN: 0305-4470
Publication status: published
KU Leuven publication type: IT
Appears in Collections:Theoretical Physics Section
# (joint) last author

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