dc.contributor.author | Domínguez Carreta, David Renato | |
dc.contributor.author | Nedeltchev Koroutchev, Kostadin | |
dc.contributor.author | Serrano Jerez, Eduardo | |
dc.contributor.author | Rodríguez Ortiz, Francisco Borja | |
dc.contributor.other | UAM. Departamento de Ingeniería Informática | es_ES |
dc.date.accessioned | 2015-03-13T15:17:45Z | |
dc.date.available | 2015-03-13T15:17:45Z | |
dc.date.issued | 2004 | |
dc.identifier.citation | Advances in Neural Networks – ISNN 2004: International Symposium on Neural Networks, Dalian, China, August 2004, Proceedings, Part I. Lecture Notes in Computer Science, Volumen 3173. Springer 2004. 14-19 | en_US |
dc.identifier.isbn | 978-3-540-22841-7 (print) | en_US |
dc.identifier.isbn | 978-3-540-28647-9 (online) | en_US |
dc.identifier.issn | 0302-9743 (print) | en_US |
dc.identifier.issn | 1611-3349 (online) | en_US |
dc.identifier.uri | http://hdl.handle.net/10486/664567 | |
dc.description | Proceedings of International Symposium on Neural Networks, Dalian, China, August 2004 | en_US |
dc.description | The final publication is available at Springer via http://dx.doi.org/10.1007/978-3-540-28647-9_3 | en_US |
dc.description.abstract | An infinite range neural network works as an associative memory device if both the learning storage and attractor abilities are large enough. This work deals with the search of an optimal topology, varying the (small-world) parameters: the average connectivity γ ranges from the fully linked to a extremely diluted network; the randomness ω ranges from purely neighbor links to a completely random network. The network capacity is measured by the mutual information, MI, between patterns and retrieval states. It is found that MI is optimized at a certain value γ o for a given 0 < ω< 1 if the network is asymmetric. | en_US |
dc.description.sponsorship | Supported by MCyT-Spain BFI-2003-07276 and TIC 2002-572-C02 | en_US |
dc.format.extent | 7 pág. | es_ES |
dc.format.mimetype | application/pdf | en |
dc.language.iso | eng | en |
dc.publisher | Springer Berlin Heidelberg | |
dc.relation.ispartof | Lecture Notes in Computer Science | en_US |
dc.rights | © Springer-Verlag Berlin Heidelberg 2004 | |
dc.subject.other | Computation by Abstract Devices | en_US |
dc.subject.other | Programming Techniques | en_US |
dc.subject.other | Algorithm Analysis and Problem Complexity | en_US |
dc.subject.other | Artificial Intelligence | en_US |
dc.subject.other | Computer Communication Networks | en_US |
dc.subject.other | Discrete Mathematics in Computer Science | en_US |
dc.title | Mutual information and topology 1: Asymmetric neural network | en_US |
dc.type | conferenceObject | en |
dc.type | bookPart | en |
dc.subject.eciencia | Informática | es_ES |
dc.relation.publisherversion | http://dx.doi.org/10.1007/978-3-540-28647-9_3 | |
dc.identifier.doi | 10.1007/978-3-540-28647-9_3 | |
dc.identifier.publicationfirstpage | 14 | |
dc.identifier.publicationlastpage | 19 | |
dc.identifier.publicationvolume | 3173 | |
dc.relation.eventdate | August 19-21, 2004 | en_US |
dc.relation.eventplace | Dalian (China) | en_US |
dc.relation.eventtitle | International Symposium on Neural Networks, ISNN 2004 | en_US |
dc.type.version | info:eu-repo/semantics/acceptedVersion | en |
dc.contributor.group | Neurocomputación Biológica (ING EPS-005) | es_ES |
dc.rights.accessRights | openAccess | en |
dc.authorUAM | Serrano Jerez, Eduardo (258886) | |
dc.facultadUAM | Escuela Politécnica Superior | |