Evaluation of various strategies to improve the training of a brain computer interface system

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dc.contributor.authorJiménez, L.D.
dc.contributor.authorTrefftz, H.
dc.contributor.departmentUniversidad EAFIT. Departamento de Ingeniería de Sistemasspa
dc.contributor.researchgroupI+D+I en Tecnologías de la Información y las Comunicacionesspa
dc.date.accessioned2021-04-12T21:06:23Z
dc.date.available2021-04-12T21:06:23Z
dc.date.issued2013-01-01
dc.description.abstractBrain-computer interfaces (BCI) allow for communication between the human brain and computers. They have been used to create systems able to generate control over a software or mechatronic device, becoming an important tool for the rehabilitation of handicapped people, especially for patients with quadriplegia. Due to the importance of BCIs, any attempt to improve their response has a great value. The work described in this paper consists of the evaluation of various stimuli applied to improve the training of a BCI based system. The device is the Emotiv® EPOC which includes a Software Development Kit (SDK) to train the system. During the usual training of the SDK; images, videos, thoughts, movements and gestures were used as stimuli to improve the users' skills for accomplishing specific actions. After the evaluation of these stimuli, they were ranked according to their effectiveness. Finally, a powered wheelchair was controlled using the Emotiv® EPOC by applying the best-ranked stimulus and an assessment protocol was used in order to evaluate the performance of users driving the wheelchair with the BCI, with satisfactory results.eng
dc.identifierhttps://eafit.fundanetsuite.com/Publicaciones/ProdCientif/PublicacionFrw.aspx?id=2386
dc.identifier.doi10.2316/P.2013.801-060
dc.identifier.isbn9780889869462
dc.identifier.otherSCOPUS;2-s2.0-84879866618
dc.identifier.urihttp://hdl.handle.net/10784/28732
dc.language.isoeng
dc.relation.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-84879866618&doi=10.2316%2fP.2013.801-060&partnerID=40&md5=77e0ad20c2cff87f3404ef9d440e48bb
dc.sourceEvaluation Of Various Strategies To Improve The Training Of A Brain Computer Interface System
dc.subject.keywordBraineng
dc.subject.keywordmachineeng
dc.subject.keywordinterfaceeng
dc.subject.keywordBraineng
dc.subject.keywordsignalseng
dc.subject.keywordHumaneng
dc.subject.keywordcomputereng
dc.subject.keywordinterfaceseng
dc.subject.keywordPoweredeng
dc.subject.keywordwheeleng
dc.subject.keywordchairseng
dc.subject.keywordSenseeng
dc.subject.keywordstimulationeng
dc.subject.keywordComputereng
dc.subject.keywordscienceeng
dc.subject.keywordPatienteng
dc.subject.keywordrehabilitationeng
dc.subject.keywordWheelchairseng
dc.subject.keywordBraineng
dc.subject.keywordcomputereng
dc.subject.keywordinterfaceeng
dc.titleEvaluation of various strategies to improve the training of a brain computer interface systemeng
dc.typeinfo:eu-repo/semantics/conferencePapereng
dc.typeconferencePapereng
dc.typeinfo:eu-repo/semantics/publishedVersioneng
dc.typepublishedVersioneng
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