A new artificial neural network and its application in wavelet neural network and wavelet neuro-fuzzy case study: Time series prediction

被引:0
作者
Banakar, Ahmad [1 ]
Azeem, Mohammad Fazle [1 ]
机构
[1] Aligarh Muslim Univ, Dept Elect Engn, Zakir Husain Coll Engn & Technol, Aligarh 202002, Uttar Pradesh, India
来源
2006 3RD INTERNATIONAL IEEE CONFERENCE INTELLIGENT SYSTEMS, VOLS 1 AND 2 | 2006年
关键词
neuro-fuzzy model; time series; wavelet neural network; wavelet neuro-fuzzy;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The approximation of general continuous functions by nonlinear network is very useful for system modeling and identification. Therefore, different type of networks and their combinations have developed. In present paper a wavelet neural network is used and a linear regression of inputs is used as a wavelet weight, also this model is applied in wavelet neuro-fuzzy model.
引用
收藏
页码:610 / 614
页数:5
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