= Introduction = Brainstorm is a collaborative open-source Matlab application dedicated to magnetoencephalography (MEG) and electroencephalography(EEG) data visualization, processing and cortical source estimation. <
>Our intention is to make a comprehensive set of tools available to the scientific community involved in MEG/EEG experimental research.<
>For physicians and researchers, the interest of this software package resides in its rich and intuitive graphic interface, which does not require any programming knowledge. == What you can do with Brainstorm == * MEG / EEG recordings: * Reading data from the most popular file formats ([[#line-78|list here]]) * Interactive access to the original files, or copy in the database * Reviewing and editing of event markers in continuous files * Pre-processing: * Epoching * Detection of bad trials / bad channels * Baseline correction * Frequency filtering * Resampling * Averaging * Noise covariance estimation * Recordings visualization: * Various time series displays * Data mapping on 2D or 3D surfaces * Generate slides and animations * Channel selection, and manipulation of clusters of electrodes * MRI visualization and coregistration: * Analysis on individual anatomy or MNI / Colin27 brain * Import MRI and meshes from most of the existing file formats ([[#line-78|list here]]) * Co-registration with the MEG/EEG coordinate system * Volume rendering (several display modes) * Deformation of the MNI template to fit an set of digitized head points * Database: * Classification of recordings with three levels of definition (protocol, subject, condition/event) * Quick access to all the data in a study * Quick comparison between subjects or conditions * Graphical batching tools (apply a same process to many files in a few clicks) * Forward modeling: * MEG: Single sphere, overlapping spheres * EEG: Berg's three-layer sphere * Interactive interface to define the best fitting sphere * Inverse modeling: * L2 Minimum-norm current estimates * dSPM * sLORETA * All methods can be cortically constrained or not, and with constrained orientations or not * Source display and analysis: * Surface and volume rendering of the estimated sources * Re-projection of the sources in the MRI volume * Definition of cortical regions of interest (scouts) * Re-projection of estimated sources on a surface with a higher or lower definition * Spatial smoothing before group analysis * Easy screen captures, creation of movies and contact sheets * Import and display of xfit dipoles * Time-frequency analysis: * Time-frequency decomposition of recordings and sources time series using Morlet wavelets * Time and frequency scales: linear or bands * Many display modes available * Group analysis: * Registration of individual brains on the MNI "Colin27" brain * Statistical analysis (t-tests, permutations) * Documentation and support: * Easy and automatic updates of the software * Detailed step by step tutorials for most of the common features * Active user forum == What you cannot do with Brainstorm == * Intensive pre-processing of MEG/EEG recordings (noise cancelling, artifact correction/rejection, etc.):<
> => use your constructor's software, or other software solutions (MNE, EEGLab, !FieldTrip, etc.). [[Links|See here]]. * MRI segmentation:<
> => use !FreeSurfer, !BrainSuite or !BrainVisa. [[Links|See here]]. == Supported file formats == === EEG: === * EGI !NetStation epoch-marked file (.raw/.epoc) * Neuroscan (.cnt, .eeg, .avg, .dat) * !BrainAmp (.eeg) * EEGLab sets (.set) * Cartool simple binary files (.ep, .eph) * !ErpCenter (.erp/.hdr) * Any type of ASCII arrays === MEG: === * CTF (.ds directory) * Neuromag FIFF (.fif) * BTi / 4D Neuroimaging * LENA format === Sensors locations: === * Cartool (.xyz, .els) * BESA (.sfp, .elp, .eps/.ela) * Polhemus Isotrak (.pos, .elp) * Curry (.res, .rs3) * EEGLab (.ced, .xyz, .set) * EETrak (.elc) * EGI (.sfp) * EMSE (.elp) * Neuroscan (.dat, .tri) * ASCII arrays === MRI volumes: === * CTF (.mri) * GIS (.ima/.dim) -- (brainVISA: {{http://brainvisa.info}} ) * Analyze (.img/.hdr) * Nifti-1 (.nii) * Neuromag (.fif) * MGH (.mgh, .mgz) === Meshes: === * BrainVISA (.mesh) * !BrainSuite (.dsgl, .dfs) * !FreeSurfer * ASCII (.tri) * Neuromag (.fif) === Noise covariance matrix: === * Neuromag / MNE (.fif) * ASCII arrays