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
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