Jean Daunizeau

In addition to being a post-doc here at the Department of Economics, I am also a junior PI at the Brain & Spine Institute (ICM) (Motivation Brain and Behaviour group) and an honorary fellow at the Functional Imaging Laboratory (FIL) (K. Friston's group).

I am interested in how the brain implements perception, learning and decision making, both from a neurobiological and a computational (or algorithmic) perspective.

Research projects

• dynamical models of coupled neural ensembles
• probabilistic models of perception, learning and decision making
• statistical techniques (embedding the above models) for analysing behavioural and neuroimaging data
• experimental approaches to perception, learning and decision making
  

Selected key publications

Daunizeau J, den Ouden HEM, Pessiglione M, Stephan KE, Kiebel SJ, Friston KJ (2010) Observing the observer (I): meta-Bayesian models of learning and decision-making. PLoS ONE 5(12): e15554. [PubMed]

den Ouden HEM, Daunizeau J, Roiser J, Friston KJ, Stephan KE (2010) Striatal prediction error modulates cortical coupling. The Journal of Neuroscience 30: 3210-3219. [PubMed]

Daunizeau J, Friston KJ, Kiebel SJ (2009) Variational Bayesian identification and prediction of stochastic nonlinear dynamic causal models. Physica D: nonlinear phenomena 238: 2089-2118. [PubMed]

Daunizeau J, Kiebel SJ, Friston KJ (2009) Dynamic causal modeling of distributed electromagnetic responses. Neuroimage 47: 590-601. [PubMed]