EEGLAB, SIFT, NFT, BCILAB, and ERICA: New Tools for Advanced EEG Processing

We describe a set of complementary EEG data collection and processing tools recently developed at the Swartz Center for Computational Neuroscience (SCCN) that connect to and extend the EEGLAB software environment, a freely available and readily extensible processing environment running under Matlab....

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Published inComputational Intelligence and Neuroscience Vol. 2011; no. 2011; pp. 28 - 39
Main Authors Mullen, Tim, Akalin Acar, Zeynep, Delorme, Arnaud, Makeig, Scott, Vankov, Andrey, Bigdely-Shamlo, Nima, Kothe, Christian
Format Journal Article
LanguageEnglish
Published Cairo, Egypt Hindawi Limiteds 01.01.2011
Hindawi Puplishing Corporation
Hindawi Publishing Corporation
John Wiley & Sons, Inc
Subjects
Algorithms
Brain - physiology
Brain Mapping
Brain Waves
Computation
Computer programs
Data analysis
Electroencephalography
Electroencephalography - instrumentation
Electroencephalography - methods
Humans
Independent variables
Intelligence
Interactive control
Interfaces
Life Sciences
Linux
Mathematical models
Matlab
Methods
Models, Biological
Neurons and Cognition
Neurosciences
Operating systems
Real time
Signal processing
Signal Processing, Computer-Assisted
Software
Technology application
User-Computer Interface
United States
France
La Jolla California
United States > US
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Summary:We describe a set of complementary EEG data collection and processing tools recently developed at the Swartz Center for Computational Neuroscience (SCCN) that connect to and extend the EEGLAB software environment, a freely available and readily extensible processing environment running under Matlab. The new tools include (1) a new and flexible EEGLAB STUDY design facility for framing and performing statistical analyses on data from multiple subjects; (2) a neuroelectromagnetic forward head modeling toolbox (NFT) for building realistic electrical head models from available data; (3) a source information flow toolbox (SIFT) for modeling ongoing or event-related effective connectivity between cortical areas; (4) a BCILAB toolbox for building online brain-computer interface (BCI) models from available data, and (5) an experimental real-time interactive control and analysis (ERICA) environment for real-time production and coordination of interactive, multimodal experiments.
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Academic Editor: Sylvain Baillet
ISSN:1687-5265
1687-5273
1687-5273
DOI:10.1155/2011/130714