Computational Cognitive Neuroscience

Probabilistic models for integrating theory and experiment

Probabilistic models for integrating theory and experiment

The mission of the Computational 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

The Computational Cognitive Neuroscience lab is part of the Center for Cognitive Neuroscience Berlin, the MSc Data Science, and the Open Science Working Group at Freie Universität Berlin.

Adresse
Habelschwerdter Allee 45
Raum JK 25/230
14195 Berlin