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Evolutionary Brain Computer Interfaces

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Book cover Applications of Evolutionary Computing (EvoWorkshops 2007)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4448))

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Abstract

We propose a BCI mouse and speller based on the manipulation of P300 waves in EEG signals. The 2–D motion of the pointer on the screen is controlled by directly combining the amplitudes of the output produced by a filter in the presence of different stimuli. This filter and the features to be combined within it are optimised by a GA.

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© 2007 Springer-Verlag Berlin Heidelberg

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Poli, R., Cinel, C., Citi, L., Sepulveda, F. (2007). Evolutionary Brain Computer Interfaces. In: Giacobini, M. (eds) Applications of Evolutionary Computing. EvoWorkshops 2007. Lecture Notes in Computer Science, vol 4448. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-71805-5_33

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  • DOI: https://doi.org/10.1007/978-3-540-71805-5_33

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-71804-8

  • Online ISBN: 978-3-540-71805-5

  • eBook Packages: Computer ScienceComputer Science (R0)

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