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Authors: Wajdi bellil 1 ; Mohamed Othmani 2 and Chokri Ben Amar 3

Affiliations: 1 Faculty of sciences, University of Gafsa, Tunisia ; 2 High Institute of Technological Studies of Gafsa, Tunisia ; 3 University of Sfax, Tunisia

Abstract: This paper presents an original architecture of Wavelet Neural Network based on multi Wavelets activation function and uses a selection method to determine a set of best wavelets whose centers and dilation parameters are used as initial values for subsequent training library WNN for one dimension and two dimensions function approximation. Every input vector will be considered as unknown functional mapping and then it will be approximated by the network.

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Paper citation in several formats:
bellil, W.; Othmani, M. and Ben Amar, C. (2007). Initialization by Selection for Multi Library Wavelet Neural Network Training. In Proceedings of the 3rd International Workshop on Artificial Neural Networks and Intelligent Information Processing - ANNIIP, (ICINCO 2007) ISBN 978-972-8865-86-3, pages 30-37. DOI: 10.5220/0001638600300037

@conference{anniip07,
author={Wajdi bellil. and Mohamed Othmani. and Chokri {Ben Amar}.},
title={Initialization by Selection for Multi Library Wavelet Neural Network Training},
booktitle={Proceedings of the 3rd International Workshop on Artificial Neural Networks and Intelligent Information Processing - ANNIIP, (ICINCO 2007)},
year={2007},
pages={30-37},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001638600300037},
isbn={978-972-8865-86-3},
}

TY - CONF

JO - Proceedings of the 3rd International Workshop on Artificial Neural Networks and Intelligent Information Processing - ANNIIP, (ICINCO 2007)
TI - Initialization by Selection for Multi Library Wavelet Neural Network Training
SN - 978-972-8865-86-3
AU - bellil, W.
AU - Othmani, M.
AU - Ben Amar, C.
PY - 2007
SP - 30
EP - 37
DO - 10.5220/0001638600300037

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