Fuzzy hypersphere neural network classifier

被引：0
|
作者：
Kulkarni, UV [1 ]
Sontakke, TR [1 ]
机构：
[1] SGGS Coll Engn & Technol, Elect & Comp Sci & Engn Dept, Nanded 431602, India
来源：
10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3: MEETING THE GRAND CHALLENGE: MACHINES THAT SERVE PEOPLE | 2001年
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D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper fuzzy hypersphere neural network (FHSNN) is proposed with its learning algorithm. The FHSNN utilizes fuzzy sets as pattern classes in which each fuzzy set is an union of fuzzy set hyperspheres. Its performance is compared with other two fuzzy neural networks and found to be superior with respect to the training time, recall time per pattern and the generalization.
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收藏
页码：1559 / 1562
页数：4
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