• DocumentCode
    3192560
  • Title

    DTU BCI speller: An SSVEP-based spelling system with dictionary support

  • Author

    Vilic, Adnan ; Kjaer, Troels W. ; Thomsen, C.E. ; Puthusserypady, Sadasivan ; Sorensen, Helge Bjarup Dissing

  • Author_Institution
    Dept. of Electr. Eng., Tech. Univ. of Denmark, Lyngby, Denmark
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    2212
  • Lastpage
    2215
  • Abstract
    In this paper, a new brain computer interface (BCI) speller, named DTU BCI speller, is introduced. It is based on the steady-state visual evoked potential (SSVEP) and features dictionary support. The system focuses on simplicity and user friendliness by using a single electrode for the signal acquisition and displays stimuli on a liquid crystal display (LCD). Nine healthy subjects participated in writing full sentences after a five minutes introduction to the system, and obtained an information transfer rate (ITR) of 21.94 ± 15.63 bits/min. The average amount of characters written per minute (CPM) is 4.90 ± 3.84 with a best case of 8.74 CPM. All subjects reported systematically on different user friendliness measures, and the overall results indicated the potentials of the DTU BCI Speller system. For subjects with high classification accuracies, the introduced dictionary approach greatly reduced the time it took to write full sentences.
  • Keywords
    biomedical electrodes; brain-computer interfaces; dictionaries; human computer interaction; liquid crystal displays; medical signal detection; medical signal processing; spelling aids; visual evoked potentials; DTU BCI speller system; SSVEP-based spelling system; brain computer interface; characters written per minute; electrode; feature dictionary support; information transfer rate; liquid crystal display; signal acquisition; steady-state visual evoked potential; stimuli display; time 5 min; user friendliness measure; Accuracy; Brightness; Dictionaries; Electrodes; Electroencephalography; Harmonic analysis; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6609975
  • Filename
    6609975