Title :
Evaluation of different spelling layouts for SSVEP based BCIs
Author :
Kick, Christopher ; Volosyak, Ivan
Author_Institution :
Fac. of Technol. & Bionics, Rhine-Waal Univ., Cleve, Germany
Abstract :
Brain-computer interface (BCI) systems enable humans to communicate with their environment by directly using brain signals. This way, body movement is not explicitly required for communication making this technology especially useful for people with limited mobility. In this study, the system performance and well-being of 38 subjects are investigated using two different layouts of graphical user interfaces (GUI) presented on a computer screen. A steady state visual evoked potential (SSVEP) based BCI speller is used. Furthermore, three different predefined stimulus frequency sets are tested. Results show that the system works best for 55 % of the test subjects using visual stimuli in the range of 8.57 Hz-15 Hz. The majority of subjects (71 %), prefers the graphical user interface layout called Layout 2. Main advantage of this layout is that each desired letter or symbol can be selected with only two commands in contrast to Layout 1, where usually more than two commands are needed to select a desired object.
Keywords :
brain-computer interfaces; computer graphics; electroencephalography; graphical user interfaces; handicapped aids; neurophysiology; spelling aids; visual evoked potentials; GUI layouts; SSVEP based BCI speller; body movement requirement; brain signals; brain-computer interface; computer screen; graphical user interfaces; human communication; letter selection command; predefined stimulus frequency set; spelling layout evaluation; steady state visual evoked potential; stimulus frequency set testing; symbol selection command; visual stimuli range; Accuracy; Computers; Electroencephalography; Graphical user interfaces; Keyboards; Layout; Visualization;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6943918