Stochastic models in neurocognition and their statistical inference

Semester Semester 1
Type Optional
Nature Choice
Credit hour 6
Total number of hours 30
Number of hours requiring attendance 60

Goals

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.