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FieldTrip

A Matlab software toolbox for MEG and EEG analysis including algorithms for simple and advanced analysis, such as time-frequency analysis, source reconstruction using dipoles, distributed sources and beamformers and non-parametric statistical testing. It supports the data formats of all major MEG systems (CTF, Neuromag, BTi) and of the most popular EEG systems, and new formats can be added easily. FieldTrip contains high-level functions that you can use to construct your own analysis protocols in Matlab. Furthermore, it easily allows developers to incorporate low-level algorithms for new EEG/MEG analysis methods.

URL: http://fieldtrip.fcdonders.nl/

Resource ID: nlx_143928     Resource Type: Resource     Version: Latest Version

Keywords

meg, eeg, electrophysiology, lfp, afni brik, reusable library, analyze, c, console (text based), dicom, electrocorticography, eeg modeling, forward - inverse, fourier time-domain analysis, independent component analysis, matlab, meg modeling, minc, minc2, modeling, magnetic resonance, multivariate analysis, nifti, os independent, registration, spatial transformation, spectral analysis, statistical operation, temporal transformation, visualization, workflow

Listed By

NITRC

Supercategory

Resource

Related To

Resource:WU-Minn Consortium: Human Connectome Project

Funding Information

NIH Blueprint for Neuroscience Research, Netherlands Ministry of Economic Affairs, Netherlands Ministry of Education Culture and Science,

Parent Organization

Additional Resource Types

software toolkit, data analysis software

Availability

GNU General Public License

Publication Link

http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3021840/?tool=pubmed

Original Submitter

Anonymous

Version Status

Curated

Submitted On

12:00am January 9, 2012

Originated From

SciCrunch

Changes from Previous Version

First Version

Version 1

Created 3 years ago by Anonymous

FieldTrip: Open source software for advanced analysis of MEG, EEG, and invasive electrophysiological data.

  • Oostenveld R
  • Comput Intell Neurosci
  • 2011 21

This paper describes FieldTrip, an open source software package that we developed for the analysis of MEG, EEG, and other electrophysiological data. The software is implemented as a MATLAB toolbox and includes a complete set of consistent and user-friendly high-level functions that allow experimental neuroscientists to analyze experimental data. It includes algorithms for simple and advanced analysis, such as time-frequency analysis using multitapers, source reconstruction using dipoles, distributed sources and beamformers, connectivity analysis, and nonparametric statistical permutation tests at the channel and source level. The implementation as toolbox allows the user to perform elaborate and structured analyses of large data sets using the MATLAB command line and batch scripting. Furthermore, users and developers can easily extend the functionality and implement new algorithms. The modular design facilitates the reuse in other software packages.