SOM's mathematics

被引：27

作者：

Fort, J. C. ^{[1
]}

机构：

[1] Lab Stat & Probabil, Toulouse, France

来源：

NEURAL NETWORKS | 2006年 / 19卷 / 6-7期

关键词：

magnification factor; grid equilibrium; topology preservation; limit theorems;

D O I：

10.1016/j.neunet.2006.05.025

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Since the discovery of the SOM's by T. Kohonen, many results that provide a better description of their behaviour have been found. Most of them are very convincing, but from a mathematical point of view, only a few are actually proved. In this paper, we make a review of some results that are still to be proved and give some framework to formulate various questions. (c) 2006 Elsevier Ltd. All rights reserved.

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收藏

页码：812 / 816

页数：5

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