Skip to Main content Skip to Navigation
Theses

Réseaux d'ondelettes et réseaux de neurones pour la modélisation statique et dynamique de processus

Abstract : In the framework of nonlinear process modeling, we propose training algorithms for feedback wavelet networks used as nonlinear dynamic models. An original initialization procedure is presented, that takes the locality of the wavelet functions into account. Results obtained for the modeling of several processes are presented; a comparison with networks of neurons with sigmoidal functions is performed.
Document type :
Theses
Domain :
Complete list of metadatas

Cited literature [51 references]  Display  Hide  Download

https://pastel.archives-ouvertes.fr/pastel-00000677
Contributor : Ecole Espci Paristech <>
Submitted on : Friday, April 23, 2004 - 8:00:00 AM
Last modification on : Saturday, September 26, 2020 - 11:44:08 PM
Long-term archiving on: : Thursday, September 30, 2010 - 6:06:55 PM

Identifiers

  • HAL Id : pastel-00000677, version 1

Citation

Yacine Oussar. Réseaux d'ondelettes et réseaux de neurones pour la modélisation statique et dynamique de processus. domain_other. Université Pierre et Marie Curie - Paris VI, 1998. Français. ⟨pastel-00000677⟩

Share

Metrics

Record views

993

Files downloads

5150