A diluted version of the perceptron model

David Márquez-Carreras, Carles Rovira and Samy Tindel

Stochastic Processes and their Applications, 2007, vol. 117, issue 12, 1764-1792

Abstract: This note is concerned with a diluted version of the perceptron model. We establish a replica symmetric formula at high temperature, which is achieved by studying the asymptotic behavior of a given spin magnetization. Our main task will be to identify the order parameter of the system.

Keywords: Spin; glasses; Perceptron; model; Magnetization; Order; parameter (search for similar items in EconPapers)
Date: 2007
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