Details

Autor(en) / Beteiligte

• Litvak, Vladimir
• Mattout, Jérémie
• Kiebel, Stefan
• Phillips, Christophe
• Henson, Richard
• Kilner, James
• Barnes, Gareth
• Oostenveld, Robert
• Daunizeau, Jean
• Flandin, Guillaume
• Penny, Will
• Friston, Karl
• Baillet, Sylvain

Titel

EEG and MEG Data Analysis in SPM8

Ist Teil von

• Computational Intelligence and Neuroscience, 2011-01, Vol.2011, p.852961-32

Ort / Verlag

United States: Hindawi Limiteds

Erscheinungsjahr

2011

Quelle

Free E-Journal (出版社公開部分のみ）

Beschreibungen/Notizen

• 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.