A New Fuzzy Kohonen Clustering Network

胡卫东; 郁文贤; 郭桂蓉

您当前的位置：

首页 >

文章列表页 >

A New Fuzzy Kohonen Clustering Network

更新时间：2025-12-08

- A New Fuzzy Kohonen Clustering Network
- Acta Electronica Sinica Issue 3, Pages: 117-119(1998)
- 作者机构：
  
  1. 国防科技大学自动目标识别国家重点实验室!长沙
  2. 410073
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP183
- Published：1998
- 稿件说明：
移动端阅览
[1]胡卫东,郁文贤,郭桂蓉.一种新的模糊Kohonen聚类网络[J].电子学报,1998(03):117-119.

胡卫东, 郁文贤, 郭桂蓉. A New Fuzzy Kohonen Clustering Network[J]. Acta Electronica Sinica, 1998, (3): 117-119.
[1]胡卫东,郁文贤,郭桂蓉.一种新的模糊Kohonen聚类网络[J].电子学报,1998(03):117-119. DOI：

胡卫东, 郁文贤, 郭桂蓉. A New Fuzzy Kohonen Clustering Network[J]. Acta Electronica Sinica, 1998, (3): 117-119. DOI：

摘要

本文提出了一种新的模糊Kohonen聚类网络，它将模糊c-均值作为模糊控制机制结合到Kohonen网络学习和更新策略中，有效地解决了经典Kohonen聚类网络中学习参数启发式调整的缺点，仿真结果表明网络的收敛性和分类结果都得到了很大改善．

Abstract

A new fuzzy Kohonen clustering network is proposed which integrates Fuzzy c-Means（FCM）model as the fuzzy control mechanism into the learning rate and updating strategies of Kohonen network.It effec tively overcomes the shortcomings which occur during clustering network parameters are adjusted heuristically The numerical results show improved convergence as well as reduced clustering errors.

关键词

Keywords

references

Views

178

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Erosion Clustering

Infrared Image Enhancement Based on Multi-Scale Cyclic Convolution and Multi-Clustering Space

A New Feature Weighted Fuzzy Clustering Algorithm

A Novel Clustering Method with Network Structure Based on Clonal Algorithm

A Multi-threshold Image Segmentation Algorithm Based on Weighting Fuzzy c-Means Clustering and Statistical Test

Related Author

DONG Yong-quan

LI Yu-rui

WU Fu-yu

DU Ming-jing

LIU Zhen-bing

ZHANG Jing

WANG Zi-min

LU Hao-xiang

Related Institution

Jiangsu Key Laboratory of Educational Intelligent Technology, Jiangsu Normal University

School of Computer Science and Technology, Jiangsu Normal University

School of Business, Guilin University of Electronic Technology

School of Computer Science and Information Security, Guilin University of Electronic Technology

School of Electronic Engineering, Xidian University

⁰