The mission of the Cognitive Neuroscience lab is to formulate quantitative theories of human brain function and to empirically validate these using non-invasive functional neuroimaging methods (EEG, fMRI). Our current work clusters in four project areas that are fundamentally related by the notions of probabilistic modelling and inference.
- The neural dynamics of decision making under uncertainty
- The neural dynamics of statistical learning
- Probabilistic EEG-fMRI analysis and integration
- Variational Bayesian methods for stochastic time-series analysis