Modélisation stochastique d'une population de neurones, méta-apprentissage dans un problème de classification
Identifieur interne : 00A054 ( Main/Exploration ); précédent : 00A053; suivant : 00A055Modélisation stochastique d'une population de neurones, méta-apprentissage dans un problème de classification
Auteurs : Bruno Scherrer [France] ; Frédéric Alexandre [France] ; François Charpillet [France] ; Stéphane VialleSource :
Descripteurs français
- mix :
Abstract
La modélisation stochastique d'une population de neurones peut s'inspirer de l'étude générale de populations d'entités en interactions. l'étude stochastique de telles populations d'agents a été abordée par une famille de méthodes dérivées de la recherche opérationnelle et de récents travaux concernant l'apprentissage par renforcement dans de tels systèmes peuvent servir d'outil pour la modélisation de neurones en interaction. Nous présentons un cadre générique d'étude stochastique d'agents partageant un environnement et une méthode d'apprentissage par renforcement qui lui est associée. Nous exposons ensuite l'état actuel de nos recherches concernant des possibles adaptations au paradigme neuronal pour un problème de classification.
Url:
Affiliations:
- France
- Grand Est, Lorraine (région)
- Nancy
- Institut national polytechnique de Lorraine, Université Nancy 2, Université de Lorraine
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Le document en format XML
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<author><name sortKey="Vialle, Stephane" sort="Vialle, Stephane" uniqKey="Vialle S" first="Stéphane" last="Vialle">Stéphane Vialle</name>
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<front><div type="abstract" xml:lang="fr">La modélisation stochastique d'une population de neurones peut s'inspirer de l'étude générale de populations d'entités en interactions. l'étude stochastique de telles populations d'agents a été abordée par une famille de méthodes dérivées de la recherche opérationnelle et de récents travaux concernant l'apprentissage par renforcement dans de tels systèmes peuvent servir d'outil pour la modélisation de neurones en interaction. Nous présentons un cadre générique d'étude stochastique d'agents partageant un environnement et une méthode d'apprentissage par renforcement qui lui est associée. Nous exposons ensuite l'état actuel de nos recherches concernant des possibles adaptations au paradigme neuronal pour un problème de classification.</div>
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