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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Main Authors: Michael eTangermann, Klaus-Robert eMüller, Ad eAertsen, Niels eBirbaumer, Christoph eBraun, Clemens eBrunner, Robert eLeeb, Carsten eMehring, Kai J Miller, Gernot eMueller-Putz, Guido eNolte, Gert ePfurtscheller, Hubert ePreissl, Gerwin eSchalk, Alois eSchlögl, Carmen eVidaurre, Stephan eWaldert, Benjamin eBlankertz
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-07-01
Series:Frontiers in Neuroscience
Subjects:
BCI
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2012.00055/full
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spelling 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
collection 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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