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Will Penny Wellcome Centre for Neuroimaging at UCL

Will Penny Wellcome Centre for Neuroimaging at UCL. Attention. Emotion. Language. MEG. Vision. Theoretical Neurobiology. fMRI. Memory. Physics. Methods. Statistical Parametric Mapping (SPM). Statistical parametric map. Design matrix. Image time-series. Kernel. Realignment.

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Will Penny Wellcome Centre for Neuroimaging at UCL

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  1. Will Penny Wellcome Centre for Neuroimaging at UCL Attention Emotion Language MEG Vision Theoretical Neurobiology fMRI Memory Physics Methods

  2. Statistical Parametric Mapping (SPM) Statistical parametric map Design matrix Image time-series Kernel Realignment Smoothing General linear model Random Field Theory Statistical inference Normalisation p <0.05 Template Parameter estimates

  3. Dynamic Models of Brain Interactions Hemodynamicforward model:neural activityBOLD (nonlinear) Electric/magnetic forward model:neural activityEEGMEG LFP (linear) Neural state equation: fMRI MEG Neural model: 1 state variable per region bilinear state equation no propagation delays Neural model: 8 state variables per region nonlinear state equation propagation delays inputs

  4. u1 u2 c u1 a11 z1 u2 b21 a12 z1 a21 z2 z2 a22 Dynamical Neural Network Model for fMRI

  5. Opportunities Computer Science Engineering Physics Statistics UCL CoMPLEX

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