

Physique et modélisation du climat et de ses variations
De Jean-Louis Dufresne


High-dimentional classification with deep neural networks: decision boundaries, noise, and margin
De Philipp Petersen
Apparaît dans les collections : CEMRACS - Summer school: Numerical and mathematical modeling for biological and medical applications: deterministic, probabilistic and statistical descriptions / CEMRACS - École d'été : Modélisation numérique et mathématique pour la biologie et la médecine : descriptions déterministes, probabilistes et statistiques, Ecoles de recherche
I will introduce the topic of computational cardiac electrophysiology and electrocardiograms simulation. Then I will address some questions of general interest, like the modeling of variability and the extraction of features from biomedical signals, relevant for identification and classification. I will illustrate this research with an example of application to the pharmaceutical industry.