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EEG and MEG Data Analysis in SPM8
Joint Authors
Phillips, Christophe
Barnes, Gareth
Daunizeau, Jean
Henson, Richard
Kilner, James
Mattout, Jérémie
Oostenveld, Robert
Kiebel, Stefan
Litvak, Vladimir
Flandin, Guillaume
Friston, Karl
Penny, Will
Source
Computational Intelligence and Neuroscience
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-32, 32 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-03-06
Country of Publication
Egypt
No. of Pages
32
Main Subjects
Abstract EN
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.
American Psychological Association (APA)
Litvak, Vladimir& Mattout, Jérémie& Kiebel, Stefan& Phillips, Christophe& Henson, Richard& Kilner, James…[et al.]. 2011. EEG and MEG Data Analysis in SPM8. Computational Intelligence and Neuroscience،Vol. 2011, no. 2011, pp.1-32.
https://search.emarefa.net/detail/BIM-503463
Modern Language Association (MLA)
Litvak, Vladimir…[et al.]. EEG and MEG Data Analysis in SPM8. Computational Intelligence and Neuroscience No. 2011 (2011), pp.1-32.
https://search.emarefa.net/detail/BIM-503463
American Medical Association (AMA)
Litvak, Vladimir& Mattout, Jérémie& Kiebel, Stefan& Phillips, Christophe& Henson, Richard& Kilner, James…[et al.]. EEG and MEG Data Analysis in SPM8. Computational Intelligence and Neuroscience. 2011. Vol. 2011, no. 2011, pp.1-32.
https://search.emarefa.net/detail/BIM-503463
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-503463