• DocumentCode
    663124
  • Title

    Chroma Speller: Isotropic visual stimuli for truly gaze-independent spelling

  • Author

    Acqualagna, Laura ; Treder, Matthias Sebastian ; Blankertz, Benjamin

  • Author_Institution
    Machine Learning Lab., Tech. Univ. Berlin, Berlin, Germany
  • fYear
    2013
  • fDate
    6-8 Nov. 2013
  • Firstpage
    1041
  • Lastpage
    1044
  • Abstract
    Brain Computer Interfaces (BCIs) can be used as communication devices for people affected by neurodegenerative diseases like Amyotrophic Lateral Sclerosis (ALS). The progressive motor-control impairment caused by ALS motivates the development of BCI paradigms that do not rely on eye movement. In the present study, we investigated the feasibility of the first truly gaze-independent visual BCI, called Chroma Speller. Stimuli consist of colors displayed widescreen, which make the focus of gaze irrelevant to the BCI-spelling. The speller was tested online with 9 healthy participants. Mean online symbol-selection accuracy of 88.4% and mean online spelling speed of 1.4 char/min were achieved, using 5 repetitions of the stimuli. These results demonstrate that the abstract association between colors and symbols does not compromise the usability of the speller, leading to performances competitive with the most recent gaze-independent spellers in literature.
  • Keywords
    brain-computer interfaces; diseases; handicapped aids; ALS; Chroma Speller; amyotrophic lateral sclerosis; brain computer interfaces; communication devices; gaze-independent visual BCI; isotropic visual stimuli; mean online spelling speed; mean online symbol-selection accuracy; motor-control impairment; neurodegenerative diseases; truly gaze-independent spelling; Abstracts; Accuracy; Color; Electroencephalography; Image color analysis; Semiconductor optical amplifiers; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Engineering (NER), 2013 6th International IEEE/EMBS Conference on
  • Conference_Location
    San Diego, CA
  • ISSN
    1948-3546
  • Type

    conf

  • DOI
    10.1109/NER.2013.6696115
  • Filename
    6696115