Brains on Fire, Playing the Drums with a Movement BCI-An Offline Study

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dc.contributor.advisorFarquhar, J.D.R.
dc.contributor.advisorDesain, P.W.M.
dc.contributor.authorCoenen, J.
dc.date.issued2018-07-18
dc.description.abstractAs Brain-Computer Interfaces (BCIs) become cheaper to manufacture and easier to use, applications can be tailored towards healthy users. Previous studies have successfully used a BCI to play games, suggesting it is possible to perform fast-paced tasks in dynamic settings with a BCI. The current study collects and analyzes brain signals of people playing the drums in a rhythm-game setting, to investigate whether it is possible to develop a BCI rhythm game. In addition, it also presents investigations into the effect of several movement and stimulus conditions, as well as the type of brain signals, on classifier performance. Only the type of brain signals was found to have a significant effect, with movement signals being significantly more useful than stimulus processing signals. However, the overall results indicate that it is possible to gain accurate and reliable BCI results for use in a rhythm game.en_US
dc.embargo.lift10000-01-01
dc.embargo.typePermanent embargoen_US
dc.identifier.urihttps://theses.ubn.ru.nl/handle/123456789/7080
dc.language.isoenen_US
dc.thesis.facultyFaculteit der Sociale Wetenschappenen_US
dc.thesis.specialisationMaster Artificial Intelligenceen_US
dc.thesis.studyprogrammeArtificial Intelligenceen_US
dc.thesis.typeMasteren_US
dc.titleBrains on Fire, Playing the Drums with a Movement BCI-An Offline Studyen_US
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