EEG and MEG Data Analysis in SPM8
Wellcome Centre for Human Neuroimaging · National Hospital for Neurology and Neurosurgery · +9 more institutions
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…
Citation impact
- FWCI
- 16.89
- Percentile
- 100%
- References
- 70
Authors
12- VLVladimir LitvakCorresponding
Wellcome Centre for Human Neuroimaging, National Hospital for Neurology and Neurosurgery, University College London
- JMJérémie Mattout
Centre National de la Recherche Scientifique, Inserm, Centre de Recherche en Neurosciences de Lyon
- SJStefan J. Kiebel
Max Planck Society, Max Planck Institute for Human Cognitive and Brain Sciences
- CPChristophe Phillips
University of Liège
- RNRichard N. Henson
MRC Cognition and Brain Sciences Unit
Topics & keywords
- Computer science
- Toolbox
- Preprocessor
- Pattern recognition (psychology)
- Electroencephalography
- Graphical user interface
- Artificial intelligence
- MATLAB