DocumentCode
2399405
Title
A New Artificial Neural Network and its Application in Wavelet Neural Network and Wavelet Neuro-Fuzzy Case study: Time Series Prediction
Author
Banakar, Ahmad ; Azeem, Mohammad Fazle
Author_Institution
Dept. of Electr. Eng., Aligarh Muslim Univ.
fYear
2006
fDate
Sept. 2006
Firstpage
621
Lastpage
625
Abstract
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
Keywords
fuzzy neural nets; regression analysis; time series; wavelet transforms; artificial neural network; linear regression; time series prediction; wavelet neural network; wavelet neurofuzzy model; wavelet weight; Adaptive systems; Artificial neural networks; Continuous wavelet transforms; Educational institutions; Fuzzy neural networks; Fuzzy systems; Neural networks; Performance analysis; Signal analysis; Wavelet analysis; Neuro-fuzzy model; Time series; Wavelet neural network; Wavelet neuro-fuzzy;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems, 2006 3rd International IEEE Conference on
Conference_Location
London
Print_ISBN
1-4244-01996-8
Electronic_ISBN
1-4244-01996-8
Type
conf
DOI
10.1109/IS.2006.348491
Filename
4155498
Link To Document