CONDITIONAL CONVERGENCE OF PHOTOREFRACTIVE PERCEPTRON LEARNING
| dc.citation.epage | 2137 | en_US |
| dc.citation.issue | 24 | en_US |
| dc.citation.spage | 2135 | en_US |
| dc.citation.volume | 18 | en_US |
| dc.citation.woscount | 7 | |
| dc.contributor.author | HSU, KY | en_US |
| dc.contributor.author | LIN, SH | en_US |
| dc.contributor.author | YEH, P | en_US |
| dc.contributor.department | 光電工程學系 | zh_TW |
| dc.contributor.department | Department of Photonics | en_US |
| dc.date.accessioned | 2014-12-08T15:04:14Z | |
| dc.date.available | 2014-12-08T15:04:14Z | |
| dc.date.issued | 1993-12-15 | en_US |
| dc.description.abstract | We consider the convergence characteristics of a perceptron learning algorithm, taking into account the decay of photorefractive holograms during the process of interconnection weight changes. As a result of the hologram erasure, the convergence of the learning process is dependent on the exposure time during the weight changes. A mathematical proof of the conditional convergence, as well as computer simulations of the photorefractive perceptrons, is presented and discussed. | en_US |
| dc.identifier.doi | 10.1364/OL.18.002135 | en_US |
| dc.identifier.issn | 0146-9592 | en_US |
| dc.identifier.journal | OPTICS LETTERS | en_US |
| dc.identifier.uri | http://dx.doi.org/10.1364/OL.18.002135 | en_US |
| dc.identifier.uri | https://ir.lib.nycu.edu.tw/handle/11536/2743 | |
| dc.identifier.wosnumber | WOS:A1993MP68400017 | |
| dc.language.iso | en_US | en_US |
| dc.title | CONDITIONAL CONVERGENCE OF PHOTOREFRACTIVE PERCEPTRON LEARNING | en_US |
| dc.type | Article | en_US |