EEG and MEG data analysis in SPM8.


Type
Article
Change log
Authors
Litvak, Vladimir 
Mattout, Jérémie 
Kiebel, Stefan 
Phillips, Christophe 
Henson, Richard 
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.

Description
Keywords
Bayes Theorem, Brain, Brain Mapping, Computer Simulation, Diagnostic Imaging, Electroencephalography, Humans, Image Processing, Computer-Assisted, Magnetoencephalography, Models, Neurological, Software, Time Factors
Journal Title
Comput Intell Neurosci
Conference Name
Journal ISSN
1687-5265
1687-5273
Volume Title
2011
Publisher
Hindawi Limited
Sponsorship
MRC (unknown)
Medical Research Council (MC_U105579226)