Initialization by Selection for Multi Library Wavelet Neural Network Training

Wajdi bellil; Mohamed Othmani; Chokri Ben Amar

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Paper

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 - Volume 0ICINCO, 30-37, 2007 , Angers, France

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 (ICINCO 2007) - ANNIIP; ISBN 978-972-8865-86-3, SciTePress, 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 (ICINCO 2007) - ANNIIP},
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 (ICINCO 2007) - ANNIIP
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
PB - SciTePress