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Bayesian Inference in fMRI

Bayesian Inference in fMRI

Bayesian Inference in fMRI. Will Penny Bayesian Approaches in Neuroscience Karolinska Institutet, Stockholm February 2016. Overview. Posterior Probability Maps Hemodynamic Response Functions Population Receptive Fields Computational fMRI Multivariate Decoding Dynamic Causal Modelling.

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655 views • 65 slides
Bayesian models for fMRI data

Bayesian models for fMRI data

Bayesian models for fMRI data. Klaas Enno Stephan Laboratory for Social and Neural Systems Research Institute for Empirical Research in Economics University of Zurich Functional Imaging Laboratory (FIL) Wellcome Trust Centre for Neuroimaging University College London.

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602 views • 41 slides
Bayesian models for fMRI data

Bayesian models for fMRI data

Bayesian models for fMRI data. Klaas Enno Stephan Laboratory for Social and Neural Systems Research Institute for Empirical Research in Economics University of Zurich Functional Imaging Laboratory (FIL) Wellcome Trust Centre for Neuroimaging University College London.

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481 views • 39 slides
Even without applied spatial smoothing, activation maps (and maps of eg. AR coefficients) have spatial structure

Even without applied spatial smoothing, activation maps (and maps of eg. AR coefficients) have spatial structure

Bayesian fMRI models with Spatial Priors Will Penny (1), Nelson Trujillo-Barreto (2) Guillaume Flandin (1) Stefan Kiebel(1), Karl Friston (1) (1) Wellcome Department of Imaging Neuroscience, UCL http://www.fil.ion.ucl.ac.uk/~wpenny (2) Cuban Neuroscience Center, Havana, Cuba. Motivation.

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357 views • 20 slides

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