Treffer: Mutual information and topology 2: Symmetric network
Title:
Mutual information and topology 2: Symmetric network
Authors:
Contributors:
UAM. Departamento de Ingeniería Informática, Neurocomputación Biológica (ING EPS-005)
Publisher Information:
Springer Berlin Heidelberg
Publication Year:
2015
Collection:
Universidad Autónoma de Madrid (UAM): Biblos-e Archivo
Subject Terms:
Document Type:
Konferenz
conference object
File Description:
application/pdf
Language:
English
Relation:
Lecture Notes in Computer Science; http://dx.doi.org/10.1007/978-3-540-28647-9_4; August 19-21, 2004; Dalian (China); International Symposium on Neural Networks, ISNN 2004; http://hdl.handle.net/10486/664566; 20; 25; 3173
DOI:
10.1007/978-3-540-28647-9_4
Rights:
© Springer-Verlag Berlin Heidelberg 2004 ; openAccess
Accession Number:
edsbas.6EF09E43
Database:
BASE
Weitere Informationen
Proceedings of International Symposium on Neural Networks, Dalian, China, August 2004, Part I ; The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-540-28647-9_4 ; Following Gardner, we calculate the information capacity and other phase transition related parameters for a symmetric Hebb network with small word topology in mean-field approximation. It was found that the topology dependence can be described by very small number of parameters, namely the probability of existence of loops with given length. In the case of small world topology, closed algebraic set of equations with only three parameters was found that is easily to be solved. ; Supported by the Spanish MCyT BFI-2003-07276 and TIC 2002-572-C02.