MEG/EEG Group Analysis With Brainstorm

Frontiers in Neuroscience
François TadelSylvain Baillet

Abstract

Brainstorm is a free, open-source Matlab and Java application for multimodal electrophysiology data analytics and source imaging [primarily MEG, EEG and depth recordings, and integration with MRI and functional near infrared spectroscopy (fNIRS)]. We also provide a free, platform-independent executable version to users without a commercial Matlab license. Brainstorm has a rich and intuitive graphical user interface, which facilitates learning and augments productivity for a wider range of neuroscience users with little or no knowledge of scientific coding and scripting. Yet, it can also be used as a powerful scripting tool for reproducible and shareable batch processing of (large) data volumes. This article describes these Brainstorm interactive and scripted features via illustration through the complete analysis of group data from 16 participants in a MEG vision study.

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Citations

Jan 25, 2020·Experimental Brain Research·Maria E CabreraJuan P Wachs
Oct 5, 2019·Journal of Neural Engineering·Yimin HouXiangmin Lun
Sep 19, 2020·Experimental Brain Research·Mikio KubotaGeorge Zouridakis
Mar 21, 2019·Frontiers in Psychology·Micah Amd, Sylvain Baillet
Nov 19, 2019·Frontiers in Neural Circuits·Jean BlouinMartin Simoneau
Apr 27, 2019·Frontiers in Neuroscience·Guiomar NisoSylvain Baillet
Mar 28, 2020·PLoS Computational Biology·Marijn van Vliet
Nov 10, 2020·Human Brain Mapping·Ehsan Darestani FarahaniAstrid van Wieringen
Dec 17, 2020·Frontiers in Aging Neuroscience·Petia KojouharovaIstván Czigler
Dec 22, 2020·Frontiers in Aging Neuroscience·Ehsan Darestani FarahaniAstrid van Wieringen
Feb 5, 2021·Biological Psychology·Simone CutiniGiovanni Mento
Mar 7, 2021·Neuropsychologia·Gianvito LaeraAlexandra Hering
Nov 11, 2020·Cortex; a Journal Devoted to the Study of the Nervous System and Behavior·Simone GastaldonFrancesca Peressotti
Apr 1, 2021·Journal of Neurophysiology·Lara FernandezPeter G Enticott
Jun 30, 2021·Brain Topography·Razieh AlemiAlexandre Lehmann
Aug 21, 2021·Frontiers in Neurology·Guiomar NisoCecile C de Vos
Oct 19, 2021·ELife·Christopher J MarkiewiczRussell Poldrack
Oct 27, 2021·Journal of Vision·Gaëlle NicolasAnne Guérin-Dugué

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Methods Mentioned

BETA
PCA

Software Mentioned

Cam
OpenMEEG
WMNE
Zenodo
FreeSurfer
HCP
Brainstorm explorer
Can
ASEG
SurfStat

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