Stochastic models in neurocognition and their statistical inference

teacher face to face hours working hours ects
Patricia Reynaud-Bouret (LJAD), Etienne Tanré (LJAD, Inria) 30 60 6

Description

The objective is to describe the main stochastic models (Markov Chains, Integrate and Fire, point processes [...]) and their main mathematical properties. The pros and cons of each of them is discussed especially in terms of the modeling and the statistical inference of real data.