EEG and MEG data analysis in SPM8
Research output: Contribution to journal › Research article › Contributed › peer-review
Contributors
Abstract
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.
Details
Original language | English |
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Article number | 852961 |
Journal | Computational Intelligence and Neuroscience |
Volume | 2011 |
Publication status | Published - 2011 |
Peer-reviewed | Yes |
Externally published | Yes |
External IDs
PubMed | 21437221 |
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