Please use this identifier to cite or link to this item:
https://hdl.handle.net/2445/216553| Title: | A diluted version of the perceptron model |
| Author: | Márquez, David (Márquez Carreras) Rovira Escofet, Carles Tindel, Samy |
| Keywords: | Mecànica estadística Processos gaussians Statistical mechanics Gaussian processes |
| Issue Date: | Dec-2007 |
| Publisher: | Elsevier B.V. |
| 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. |
| Note: | Versió postprint del document publicat a: https://doi.org/10.1016/j.spa.2007.02.008 |
| It is part of: | Stochastic Processes and their Applications, 2007, vol. 117, num.12, p. 1764-1792 |
| URI: | https://hdl.handle.net/2445/216553 |
| Related resource: | https://doi.org/10.1016/j.spa.2007.02.008 |
| ISSN: | 0304-4149 |
| Appears in Collections: | Articles publicats en revistes (Matemàtiques i Informàtica) |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 109329.pdf | 307 kB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.