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Calcul de probabilités et estimation dans des modèles de Markov cachés graphiques

Archive ouverte | Durand, Jean-Baptiste | CCSD

National audience. We show how to define a class of hidden Markov models based on graphical models. Efficient and numerically stable algorithms are derived, that allow to compute the smoothed probabilities involved ...

Challenges d'analyse de données : une formation par la pratique transversale et multidisciplinaire en science des données

Archive ouverte | Durand, Jean-Baptiste | CCSD

International audience. A teaching project base on data challenges is presented in this communication. This project will begin in school year 2017-2018 at Université Grenoble Alpes. The challenges will be interdisci...

Cortical processing of three-dimensional space in cortical area V1 of the behaving monkey. Traitement cortical de l'espace visuel tridimentionnel dans l'aire visuelle primaire du singe vigile

Archive ouverte | Durand, Jean-Baptiste | CCSD

In the central part of the visual field, horizontal retinal disparity is directly involved in stereoscopic vision processing. Its role in the peripheral visual field is unclear as that of vertical disparity. By performing extra-ce...

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