High-capacity photorefractive neural network implementing a Kohonen topological map

被引：11

作者：

Frauel, Y ^{[1
]}

Pauliat, G ^{[1
]}

Villing, A ^{[1
]}

Roosen, G ^{[1
]}

机构：

[1] CNRS, Ctr Sci, UMR 8501, Lab Charles Fabry,Inst Opt, F-91403 Orsay, France

来源：

APPLIED OPTICS | 2001年 / 40卷 / 29期

关键词：

D O I：

10.1364/AO.40.005162

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

We designed and built a high-capacity neural network based on volume holographic interconnections in a photorefractive crystal, We used this system to implement a Kohonen topological map. We describe and justify our optical setup and present some experimental results of self-organization in the learning database. (C) 2001 Optical Society of America.

引用

页码：5162 / 5169

页数：8

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