Modeling fMRI Dynamics

author: Lars Kai Hansen, Technical University of Denmark
published: Aug. 10, 2009,   recorded: July 2009,   views: 4347


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Functional MRI modeling is challenged by long-range coupling, non-linearity, and lack of detailed physiological information. I will review our progress in modeling the spatio-temporal dynamics of fMRI including hemodynamic deconvolution, blind deconvolution, and brain state decoding based on spatio-temporal kernel methods.

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