Designing a brain-computer interface controlled video-game using consumer grade EEG hardware

Marijn van Vliet*, Arne Robben, Nikolay Chumerin, Nikolay V. Manyakov, Adrien Combaz, Marc M. Van Hulle

*Tämän työn vastaava kirjoittaja

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

43 Sitaatiot (Scopus)
44 Lataukset (Pure)

Abstrakti

This paper describes our first attempt to port a brain-computer interface (BCI), created in a research lab and running on expensive equipment, to consumer grade equipment, allowing one to reach a much broader audience and raise public awareness of this new technology. With the BCI, the user can perform a complicated task through mind control only: playing a tactical video-game. Reliable control is accomplished by adapting a Steady-State Visual Evoked Potential (SSVEP) classifier to be robust enough to cope with the signal quality of the consumer grade electroencephalography (EEG) device used, i.e. the Emotiv EPOC. The difference in performance of the game running on research grade EEG equipment versus the Emotiv EPOC is examined. The game was tested by a broad audience during a public event and was well received.

AlkuperäiskieliEnglanti
Otsikko2012 ISSNIP Biosignals and Biorobotics Conference
AlaotsikkoBiosignals and Robotics for Better and Safer Living, BRC 2012
DOI - pysyväislinkit
TilaJulkaistu - 30 heinäkuuta 2012
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living - Manaus, Brasilia
Kesto: 9 tammikuuta 201211 tammikuuta 2012

Conference

ConferenceISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living
LyhennettäBRC
MaaBrasilia
KaupunkiManaus
Ajanjakso09/01/201211/01/2012

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  • Siteeraa tätä

    van Vliet, M., Robben, A., Chumerin, N., Manyakov, N. V., Combaz, A., & Van Hulle, M. M. (2012). Designing a brain-computer interface controlled video-game using consumer grade EEG hardware. teoksessa 2012 ISSNIP Biosignals and Biorobotics Conference: Biosignals and Robotics for Better and Safer Living, BRC 2012 [6222186] https://doi.org/10.1109/BRC.2012.6222186