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Open Access research that challenges the mind...

The Strathprints institutional repository is a digital archive of University of Strathclyde research outputs. Strathprints provides access to thousands of Open Access research papers by University of Strathclyde researchers, including those from the School of Psychological Sciences & Health - but also papers by researchers based within the Faculties of Science, Engineering, Humanities & Social Sciences, and from the Strathclyde Business School.

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Human behavior integration improves classification rates in real-time BCI

Grychtol, Bartłomiej and Lakany, H. and Valsan, G. and Conway, B.A. (2010) Human behavior integration improves classification rates in real-time BCI. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 18 (4). pp. 362-368. ISSN 1534-4320

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Abstract

Brain-computer interfaces (BCI) offer potential for individuals with a variety of motor and sensory disabilities to interact with their environment, communicate and control mobility aids. Two key factors which affect the performance of a BCI and its usability are the feedback given to the participant and the subject's motivation. This paper presents the results from a study investigating the effects of feedback and motivation on the performance of the Strathclyde Brain Computer Interface. The paper discusses how the performance of the system can be improved by behavior integration and human-in-the-loop design.