EEG and MEG Data Analysis in SPM8 | Zendy

Vladimir Litvak | Zendy; Jérémie Mattout | Zendy; Stefan J. Kiebel | Zendy; Christophe Phillips | Zendy; Richard N. Henson | Zendy; James M. Kilner | Zendy; Gareth R. Barnes | Zendy; Robert Oostenveld | Zendy; Jean Daunizeau | Zendy; Guillaume Flandin | Zendy; W.D. Penny | Zendy; Karl Friston | Zendy

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EEG and MEG Data Analysis in SPM8

Author(s) -

Vladimir Litvak,

Jérémie Mattout,

Stefan J. Kiebel,

Christophe Phillips,

Richard N. Henson,

James M. Kilner,

Gareth R. Barnes,

Robert Oostenveld,

Jean Daunizeau,

Guillaume Flandin,

W.D. Penny,

Karl Friston

Publication year - 2011

Publication title -

computational intelligence and neuroscience

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.605

H-Index - 52

eISSN - 1687-5273

pISSN - 1687-5265

DOI - 10.1155/2011/852961

Subject(s) - computer science , toolbox , preprocessor , pattern recognition (psychology) , electroencephalography , graphical user interface , artificial intelligence , matlab , bayesian probability , data mining , neuroscience , biology , programming language , operating system

SPM is a free and open source software written in MATLAB (The MathWorks, Inc.). In addition to standard M/EEG preprocessing, we presently offer three main analysis tools: (i) statistical analysis of scalp-maps, time-frequency images, and volumetric 3D source reconstruction images based on the general linear model, with correction for multiple comparisons using random field theory; (ii) Bayesian M/EEG source reconstruction, including support for group studies, simultaneous EEG and MEG, and fMRI priors; (iii) dynamic causal modelling (DCM), an approach combining neural modelling with data analysis for which there are several variants dealing with evoked responses, steady state responses (power spectra and cross-spectra), induced responses, and phase coupling. SPM8 is integrated with the FieldTrip toolbox , making it possible for users to combine a variety of standard analysis methods with new schemes implemented in SPM and build custom analysis tools using powerful graphical user interface (GUI) and batching tools.

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