Paper Details: Downloads: 560
Serial Number: P1120827003
Title: RADIAL-BASIS-FUZZY-WAVELET-NEURAL NETWORK WITH ADAPTIVE ACTIVATION-MEMBERSHIP FUNCTION
Authors: Ye. Bodyanskiy, O. Vynokurova, E. Yegorova
Abstract: In this paper a two-layers architecture of computational intelligence hybrid fuzzy-wavelet-neuro-system is considered. Hidden layer of this architecture is formed of the wavelons with adaptive activation-membership function, and output layer is formed of the adaptive linear associators. The proposed adaptive learning algorithm has both following and filtering properties, allows a real time nonstationary nonlinearly signals processing and provides the significant improvement of approximating properties what is shown in the results of experimental simulation.
Keywords: Computational intelligence, hybrid neural networks, wavelet membership function, forecasting, emulation, fuzzy-wavelet-neural network.
Journal/Conference: International Journal of Artificial Intelligence and Machine Learning
Volume: 8
Issue: 2
Submission Date: 7/1/2008 12:00:00 AM
Review Date: 7/11/2008 12:00:00 AM
Publishing Date: 7/19/2008 12:00:00 AM
Article Downloads: 560
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