On the stationarity in some self-organizing maps

被引：0

作者：

Hoshino, M ^{[1
]}

Kimura, Y ^{[1
]}

Kaku, I ^{[1
]}

机构：

[1] Akita Prefectural Univ, Fac Syst Sci & Technol, Akita 0150055, Japan

来源：

ICIM' 2004: PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT | 2004年

关键词：

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In this paper, we consider self-organizing maps referred to as Kohonen type algorithm, which is a method by a neural network approach widely used in many research fields. We study some stationarity and monotonicity appeared in this type algorithm.

引用

页码：754 / 760

页数：7

共 6 条

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[4] SELF-ORGANIZING MAPS - ORDERING, CONVERGENCE PROPERTIES AND ENERGY FUNCTIONS [J].

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[5]

Kohonen T., 2001, INFORM SCIENCES

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