UT Dallas 2019 Undergraduate Catalog

CGS3342 - Cognitive and Neural Modeling Laboratory

CGS 3342 Cognitive and Neural Modeling Laboratory (3 semester credit hours) A historical introduction to the major classes of supervised, unsupervised, and reinforcement machine learning algorithms from a behavioral science and neuroscience perspective with applications to artificial intelligence, computational neuroscience, and mathematical psychology. Students study the behavior of these algorithms within the MATLAB simulation modeling environment. (3-0) T