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Improving the effectiveness of common spatial pattern features at brain computer interface applications | IEEE Conference Publication | IEEE Xplore

Improving the effectiveness of common spatial pattern features at brain computer interface applications


Abstract:

The studies in brain computer interface field generally deal with about either improving the performance of their works or investigating new applications. In this study, ...Show More

Abstract:

The studies in brain computer interface field generally deal with about either improving the performance of their works or investigating new applications. In this study, it is aimed to improve the effectiveness of common spatial pattern features by determining the optimum duration of electroencephalogram based brain computer interface trials. With the proposed method it is shown that the classification accuracies are increased in between 20.62% and 4.83%, and the determination time are accelerated by decreasing the trial durations.
Date of Conference: 16-19 May 2015
Date Added to IEEE Xplore: 22 June 2015
Electronic ISBN:978-1-4673-7386-9
Print ISSN: 2165-0608
Conference Location: Malatya, Turkey

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