Review of the BCI Competition IV
The BCI Competition IV stands in the tradition of prior BCI Competitions that aim to provide high quality neuroscientific data for open access to the scientific community. As experienced already in prior competitions not only scientists from the narrow field of BCI compete, but scholars with a broad...
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doaj-ec035cc5e9124101905c972c2d9406282020-11-24T21:19:56ZengFrontiers Media S.A.Frontiers in Neuroscience1662-453X2012-07-01610.3389/fnins.2012.0005521084Review of the BCI Competition IVMichael eTangermann0Klaus-Robert eMüller1Ad eAertsen2Ad eAertsen3Niels eBirbaumer4Niels eBirbaumer5Christoph eBraun6Christoph eBraun7Clemens eBrunner8Clemens eBrunner9Robert eLeeb10Carsten eMehring11Carsten eMehring12Carsten eMehring13Kai J Miller14Gernot eMueller-Putz15Guido eNolte16Gert ePfurtscheller17Hubert ePreissl18Hubert ePreissl19Gerwin eSchalk20Gerwin eSchalk21Gerwin eSchalk22Gerwin eSchalk23Gerwin eSchalk24Alois eSchlögl25Carmen eVidaurre26Stephan eWaldert27Stephan eWaldert28Stephan eWaldert29Stephan eWaldert30Benjamin eBlankertz31Berlin Institute of TechnologyBerlin Institute of TechnologyUniversity of FreiburgBernstein Center FreiburgUniversity of TübingenOspedale San CamilloUniversity of TrentoUniversity of TübingenGraz University of TechnologyUniversity of California San DiegoÉcole Polytechnique Fédérale de Lausanne (EPFL)University of FreiburgBernstein Center FreiburgImperial College LondonUniversity of WashingtonGraz University of TechnologyFraunhoferGraz University of TechnologyUniversity of TübingenUniversity of Arkansas for Medical SciencesNew York State Dept of HealthAlbany Medical CollegeWashington UniversityRensselaer Polytechnic InstituteState University of New YorkInstitute for Science and Technology AustriaBerlin Institute of TechnologyUniversity of FreiburgBernstein Center FreiburgUniversity of TübingenUniversity College LondonBerlin Institute of TechnologyThe BCI Competition IV stands in the tradition of prior BCI Competitions that aim to provide high quality neuroscientific data for open access to the scientific community. As experienced already in prior competitions not only scientists from the narrow field of BCI compete, but scholars with a broad variety of backgrounds and nationalities. They include high specialists as well as students. The goals of all BCI Competitions have always been to challenge with respect to novel paradigms and complex data. We report on the following challenges: (1) asynchronous data, (2) synthetic, (3) multi-class continuous data, (4) session-to-session transfer, (5) directionally modulated MEG, (6) finger movements recorded by ECoG. As after past competitions, our hope is that winning entries may enhance the analysis methods of future BCIs.http://journal.frontiersin.org/Journal/10.3389/fnins.2012.00055/fullBCIBrain-computer interfacecompetitionchallenge |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Michael eTangermann Klaus-Robert eMüller Ad eAertsen Ad eAertsen Niels eBirbaumer Niels eBirbaumer Christoph eBraun Christoph eBraun Clemens eBrunner Clemens eBrunner Robert eLeeb Carsten eMehring Carsten eMehring Carsten eMehring Kai J Miller Gernot eMueller-Putz Guido eNolte Gert ePfurtscheller Hubert ePreissl Hubert ePreissl Gerwin eSchalk Gerwin eSchalk Gerwin eSchalk Gerwin eSchalk Gerwin eSchalk Alois eSchlögl Carmen eVidaurre Stephan eWaldert Stephan eWaldert Stephan eWaldert Stephan eWaldert Benjamin eBlankertz |
spellingShingle |
Michael eTangermann Klaus-Robert eMüller Ad eAertsen Ad eAertsen Niels eBirbaumer Niels eBirbaumer Christoph eBraun Christoph eBraun Clemens eBrunner Clemens eBrunner Robert eLeeb Carsten eMehring Carsten eMehring Carsten eMehring Kai J Miller Gernot eMueller-Putz Guido eNolte Gert ePfurtscheller Hubert ePreissl Hubert ePreissl Gerwin eSchalk Gerwin eSchalk Gerwin eSchalk Gerwin eSchalk Gerwin eSchalk Alois eSchlögl Carmen eVidaurre Stephan eWaldert Stephan eWaldert Stephan eWaldert Stephan eWaldert Benjamin eBlankertz Review of the BCI Competition IV Frontiers in Neuroscience BCI Brain-computer interface competition challenge |
author_facet |
Michael eTangermann Klaus-Robert eMüller Ad eAertsen Ad eAertsen Niels eBirbaumer Niels eBirbaumer Christoph eBraun Christoph eBraun Clemens eBrunner Clemens eBrunner Robert eLeeb Carsten eMehring Carsten eMehring Carsten eMehring Kai J Miller Gernot eMueller-Putz Guido eNolte Gert ePfurtscheller Hubert ePreissl Hubert ePreissl Gerwin eSchalk Gerwin eSchalk Gerwin eSchalk Gerwin eSchalk Gerwin eSchalk Alois eSchlögl Carmen eVidaurre Stephan eWaldert Stephan eWaldert Stephan eWaldert Stephan eWaldert Benjamin eBlankertz |
author_sort |
Michael eTangermann |
title |
Review of the BCI Competition IV |
title_short |
Review of the BCI Competition IV |
title_full |
Review of the BCI Competition IV |
title_fullStr |
Review of the BCI Competition IV |
title_full_unstemmed |
Review of the BCI Competition IV |
title_sort |
review of the bci competition iv |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Neuroscience |
issn |
1662-453X |
publishDate |
2012-07-01 |
description |
The BCI Competition IV stands in the tradition of prior BCI Competitions that aim to provide high quality neuroscientific data for open access to the scientific community. As experienced already in prior competitions not only scientists from the narrow field of BCI compete, but scholars with a broad variety of backgrounds and nationalities. They include high specialists as well as students. The goals of all BCI Competitions have always been to challenge with respect to novel paradigms and complex data. We report on the following challenges: (1) asynchronous data, (2) synthetic, (3) multi-class continuous data, (4) session-to-session transfer, (5) directionally modulated MEG, (6) finger movements recorded by ECoG. As after past competitions, our hope is that winning entries may enhance the analysis methods of future BCIs. |
topic |
BCI Brain-computer interface competition challenge |
url |
http://journal.frontiersin.org/Journal/10.3389/fnins.2012.00055/full |
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