A diluted version of the perceptron model
| dc.contributor.author | Márquez, David (Márquez Carreras) | |
| dc.contributor.author | Rovira Escofet, Carles | |
| dc.contributor.author | Tindel, Samy | |
| dc.date.accessioned | 2024-11-18T11:57:54Z | |
| dc.date.available | 2024-11-18T11:57:54Z | |
| dc.date.issued | 2007-12 | |
| dc.date.updated | 2024-11-18T11:57:55Z | |
| dc.description.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. | |
| dc.format.extent | 29 p. | |
| dc.format.mimetype | application/pdf | |
| dc.identifier.idgrec | 549953 | |
| dc.identifier.issn | 0304-4149 | |
| dc.identifier.uri | https://hdl.handle.net/2445/216553 | |
| dc.language.iso | eng | |
| dc.publisher | Elsevier B.V. | |
| dc.relation.isformatof | Versió postprint del document publicat a: https://doi.org/10.1016/j.spa.2007.02.008 | |
| dc.relation.ispartof | Stochastic Processes and their Applications, 2007, vol. 117, num.12, p. 1764-1792 | |
| dc.relation.uri | https://doi.org/10.1016/j.spa.2007.02.008 | |
| dc.rights | (c) Elsevier B.V., 2007 | |
| dc.rights.accessRights | info:eu-repo/semantics/openAccess | |
| dc.source | Articles publicats en revistes (Matemàtiques i Informàtica) | |
| dc.subject.classification | Mecànica estadística | |
| dc.subject.classification | Processos gaussians | |
| dc.subject.other | Statistical mechanics | |
| dc.subject.other | Gaussian processes | |
| dc.title | A diluted version of the perceptron model | |
| dc.type | info:eu-repo/semantics/article | |
| dc.type | info:eu-repo/semantics/acceptedVersion |
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