Jean-Marc Vesin
jean-marc.vesin@epfl.ch +41 21 693 39 96
EPFL SCI STI JMV
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Enseignement & Phd
Enseignement
Electrical and Electronics Engineering
Programmes doctoraux
Doctorants
Mc Cann Anna Mary,A dirigé les thèses de
Bertschi Mattia , Buttu Andréa , Dang Lam , Fallet Sibylle , Hoffmann Ulrich , Ihara Zenichi , Jousset Florian , Lemay Mathieu , Mirmohamadsadeghi Leila , Prudat Yann , Schleusing Olaf , Uldry Laurent Renaud , Van Zaen Jérôme Sébastien , Walckiers Grégoire , Yazdani Ashkan , Yazdani Sasan ,Cours
Biomedical signal processing
(Fiche de cours pas encore validée par la section)Nonlinear signal modeling and prediction
1. Introduction
2. Summary of linear AR and ARMA modeling
3. Nonlinear AR and ARMA modeling, polynomial models and their estimation
4. Specific nonlinear models (threshold AR, ...)
5. Neural network based modeling and prediction
6. Model selection
7. Chaos theory and applications
8. Kernel-based approaches
9. Laboratory exercises: application of nonlinea