GMAC: A Matlab toolbox for spectral Granger causality analysis of fMRI data (RRID:SCR_009581)Copy Citation Copied
URL: https://www.nitrc.org/projects/gmac_2012/
Proper Citation: GMAC: A Matlab toolbox for spectral Granger causality analysis of fMRI data (RRID:SCR_009581)
Description: Open-source software toolbox implemented multivariate spectral Granger Causality Analysis for studying brain connectivity using fMRI data. Available features are: fMRI data importing, network nodes definition, time series preprocessing, multivariate autoregressive modeling, spectral Granger causality indexes estimation, statistical significance assessment using surrogate data, network analysis and visualization of connectivity results. All functions are integrated into a graphical user interface developed in Matlab environment. Dependencies: Matlab, BIOSIG, SPM, MarsBar.
Abbreviations: GMAC
Synonyms: Granger Multivariate Autoregressive Connectivity
Resource Type: software resource, software toolkit
Defining Citation: PMID:22925560
Keywords: analyze, computational neuroscience, connectivity analysis, matlab, magnetic resonance, nifti, os independent, fmri, connectivity, granger causality, network analysis
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