EEG and MEG Data Analysis in SPM8

[en] SPMis a free and open source software written inMATLAB (The MathWorks, Inc.). In addition to standardM/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.

Disciplines :

Engineering, computing & technology: Multidisciplinary, general & others

Author, co-author :

Litvak, Vladimir

Mattout, Jérémie

Kiebel, Stefan

Phillips, Christophe ; Université de Liège - ULiège > Centre de recherches du cyclotron

Henson, Richard

Kilner, James

Barnes, Gareth

Oostenveld, Robert

Daunizeau, Jean

Flandin, Guillaume

Penny, Will

Friston, Karl

Language :

English

Title :

EEG and MEG Data Analysis in SPM8

Publication date :

2011

Journal title :

Computational Intelligence and Neuroscience

ISSN :

1687-5265

eISSN :

1687-5273

Publisher :

Hindawi Publishing Corporation, Egypt

Volume :

2011

Issue :

ID 852961

Pages :

Peer reviewed :

Peer Reviewed verified by ORBi

Additional URL :

http://www.hindawi.com/journals/cin/2011/852961/

Available on ORBi :

since 09 February 2015

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Scopus citations^®

458

Scopus citations^®
without self-citations

365

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466

OpenAlex citations

569

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