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 in | Computational Intelligence and Neuroscience Vol. 2011; no. 2011; pp. 28 - 39 |
|---|---|
| Main Authors | , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Cairo, Egypt
Hindawi Limiteds
01.01.2011
Hindawi Puplishing Corporation Hindawi Publishing Corporation John Wiley & Sons, Inc |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1687-5265 1687-5273 1687-5273 |
| DOI | 10.1155/2011/130714 |
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| Abstract | 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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| AbstractList | 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. 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.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. |
| Audience | Academic |
| Author | Kothe, Christian Akalin Acar, Zeynep Vankov, Andrey Bigdely-Shamlo, Nima Mullen, Tim Makeig, Scott Delorme, Arnaud |
| AuthorAffiliation | 3 CNRS, CerCo, 31062 Toulouse, France 1 Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego, La Jolla, 92093 CA, USA 2 Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31062 Toulouse, France 5 Department of Neurosciences, School of Medicine, University of California San Diego, La Jolla, 92093 CA, USA 4 Department of Cognitive Science, University of California San Diego, La Jolla, 92093 CA, USA |
| AuthorAffiliation_xml | – name: 2 Université de Toulouse, UPS, Centre de Recherche Cerveau et Cognition, 31062 Toulouse, France – name: 5 Department of Neurosciences, School of Medicine, University of California San Diego, La Jolla, 92093 CA, USA – name: 1 Swartz Center for Computational Neuroscience, Institute for Neural Computation, University of California San Diego, La Jolla, 92093 CA, USA – name: 4 Department of Cognitive Science, University of California San Diego, La Jolla, 92093 CA, USA – name: 3 CNRS, CerCo, 31062 Toulouse, France |
| Author_xml | – sequence: 1 fullname: Mullen, Tim – sequence: 2 fullname: Akalin Acar, Zeynep – sequence: 3 fullname: Delorme, Arnaud – sequence: 4 fullname: Makeig, Scott – sequence: 5 fullname: Vankov, Andrey – sequence: 6 fullname: Bigdely-Shamlo, Nima – sequence: 7 fullname: Kothe, Christian |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/21687590$$D View this record in MEDLINE/PubMed https://hal.science/hal-00621251$$DView record in HAL |
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| Copyright | Copyright © 2011 Arnaud Delorme et al. COPYRIGHT 2011 John Wiley & Sons, Inc. Copyright © 2011 Arnaud Delorme et al. Arnaud Delorme et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Distributed under a Creative Commons Attribution 4.0 International License Copyright © 2011 Arnaud Delorme et al. 2011 |
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| SubjectTerms | 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 |
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| Title | EEGLAB, SIFT, NFT, BCILAB, and ERICA: New Tools for Advanced EEG Processing |
| URI | https://www.airitilibrary.com/Article/Detail/P20160527002-201112-201702200012-201702200012-28-39 https://search.emarefa.net/detail/BIM-448113 https://dx.doi.org/10.1155/2011/130714 https://www.ncbi.nlm.nih.gov/pubmed/21687590 https://www.proquest.com/docview/873743507 https://www.proquest.com/docview/1671455825 https://www.proquest.com/docview/873119972 https://www.proquest.com/docview/907962982 https://hal.science/hal-00621251 https://pubmed.ncbi.nlm.nih.gov/PMC3114412 |
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