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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.

Item type: Article
ID code: 28499
Keywords: brain-computer interfaces , handicapped aids, medical signal processing , sensory aids, virtual reality, Bioengineering, Engineering (General). Civil engineering (General), Medicine(all)
Subjects: Technology > Engineering (General). Civil engineering (General) > Bioengineering
Technology > Engineering (General). Civil engineering (General)
Department: Faculty of Engineering > Bioengineering
Related URLs:
    Depositing user: Ms Ashley Urie
    Date Deposited: 28 Oct 2010 11:24
    Last modified: 05 Sep 2014 05:51
    URI: http://strathprints.strath.ac.uk/id/eprint/28499

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