A diluted version of the perceptron model

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.

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Year of publication:	2007
Authors:	Márquez-Carreras, David ; Rovira, Carles ; Tindel, Samy
Published in:	Stochastic Processes and their Applications. - Elsevier, ISSN 0304-4149. - Vol. 117.2007, 12, p. 1764-1792
Publisher:	Elsevier
Keywords:	Spin glasses Perceptron model Magnetization Order parameter

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10008875789