Elagage d'un perceptron multicouches : utilisation de l'analyse de la variance de la sensibilité des paramètres

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dc.creatorThomas, Philippe
dc.creatorThomas, André
dc.date2008-12-04
dc.date.accessioned2026-07-07T12:09:21Z
dc.date.available2026-07-07T12:09:21Z
dc.descriptionThe stucture determination of a neural network for the modelisation of a system remain the core of the problem. Within this framework, we propose a pruning algorithm of the network based on the use of the analysis of the sensitivity of the variance of all the parameters of the network. This algorithm will be tested on two examples of simulation and its performances will be compared with three other algorithms of pruning of the literature
dc.description6 pages
dc.identifierhttps://arxiv.org/abs/0812.0882
dc.identifierhttp://arxiv.org/abs/0812.0882
dc.identifierConférence Internationale Francophone d'Automatique CIFA'08, Bucarest : Roumanie (2008)
dc.identifier.urihttp://salesiana.dossiersoluciones.com/handle/123456789/209596
dc.subjectNeural and Evolutionary Computing
dc.titleElagage d'un perceptron multicouches : utilisation de l'analyse de la variance de la sensibilité des paramètres
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