Skip to main content
Erschienen in: Universal Access in the Information Society 1/2016

01.03.2016 | Long paper

A brain–computer interface for the Dasher alternative text entry system

verfasst von: Thomas Welton, David J. Brown, Lindsay Evett, Nasser Sherkat

Erschienen in: Universal Access in the Information Society | Ausgabe 1/2016

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

To investigate whether the alternative text entry system, Dasher, is useful to physically and intellectually disabled students when controlled by a brain–computer interface (BCI) a new software tool was developed to allow subjects to type words onto a computer screen via Dasher using their thoughts. A case study approach was adopted. Subjects were selected based on their suitability for the experiment, and the potential benefit to them of this system, by their head teacher. Subjects entered literacy level-matched phrases onto a computer using QWERTY keyboard, Dasher-mouse and Dasher-BCI. A researcher recorded qualitative and quantitative data, including characters entered per minute and their system preferences. Informed written consent was given for seven subjects to participate (aged 14–19 years, five male, with a range of physical and intellectual disabilities). After a short training period, all subjects had some degree of control over the Dasher-BCI system. With regard to typing speed, Dasher-BCI performed relatively poorly (3.9 ± 1.5 characters per minute), and QWERTY keyboard performed the best (31.9 ± 21.9 characters per minute). Dasher-BCI was the most preferred method. Areas of weakness in Dasher and the BCI hardware were highlighted and suggestions for improvement given. BCI-based text entry is not yet ready to compete with more established methods for students with combined cognitive and physical disabilities. Although underpowered, this study suggests that for people whose predominant disability is physical (cerebral palsy), BCI technology shows great potential as a viable text entry alternative. Suggestions for further research are discussed.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Abou-Khalil, B., Musilus, K.E.: Atlas of EEG & Seizure Seminology. Elsevier, Amsterdam (2006) Abou-Khalil, B., Musilus, K.E.: Atlas of EEG & Seizure Seminology. Elsevier, Amsterdam (2006)
3.
Zurück zum Zitat Barry, W., Jones, G.M.: Influence of eyelid movement upon electro-oculographic recording of vertical eye movements. Aerosp. Med. 36, 855–858 (1965) Barry, W., Jones, G.M.: Influence of eyelid movement upon electro-oculographic recording of vertical eye movements. Aerosp. Med. 36, 855–858 (1965)
4.
Zurück zum Zitat Blankertz, B., et al.: A note on brain actuated spelling with the Berlin brain–computer interface. Lect. Notes Comput. Sci. 4557, 759–768 (2007)CrossRef Blankertz, B., et al.: A note on brain actuated spelling with the Berlin brain–computer interface. Lect. Notes Comput. Sci. 4557, 759–768 (2007)CrossRef
5.
Zurück zum Zitat Bobrov, P., et al.: Brain–computer interface based on generation of visual images. PLoS ONE 6(e20674), 1–12 (2011) Bobrov, P., et al.: Brain–computer interface based on generation of visual images. PLoS ONE 6(e20674), 1–12 (2011)
6.
Zurück zum Zitat Brown, D.J., et al.: Designing location based learning experiences for people with intellectual disabilities and additional sensory impairments. Comput. Educ. 56, 11–20 (2011)CrossRef Brown, D.J., et al.: Designing location based learning experiences for people with intellectual disabilities and additional sensory impairments. Comput. Educ. 56, 11–20 (2011)CrossRef
7.
Zurück zum Zitat Brown, D.J., Ley, J., Evett, L., Standen, P.J.: Can participating in games based learning improve mathematic skills in students with intellectual disabilities? IEEE 1st international conference on serious games and applications for health (seGAH) (2011) Brown, D.J., Ley, J., Evett, L., Standen, P.J.: Can participating in games based learning improve mathematic skills in students with intellectual disabilities? IEEE 1st international conference on serious games and applications for health (seGAH) (2011)
8.
Zurück zum Zitat Brown, D.J., Ley, J., Evett, L., Standen, P.J.: IEEE 1st international conference on serious games and applications for health (seGAH). Can participating in games based learning improve mathematic skills in students with intellectual disabilities? (2011) Brown, D.J., Ley, J., Evett, L., Standen, P.J.: IEEE 1st international conference on serious games and applications for health (seGAH). Can participating in games based learning improve mathematic skills in students with intellectual disabilities? (2011)
9.
Zurück zum Zitat Brown, D.J., Neale, H., Cobb, S.V., Reynolds, H.: The development and evaluation of the virtual city. Int. J. Virtual Real. 4, 28–41 (1999) Brown, D.J., Neale, H., Cobb, S.V., Reynolds, H.: The development and evaluation of the virtual city. Int. J. Virtual Real. 4, 28–41 (1999)
10.
Zurück zum Zitat De Varebeke, S.P., et al.: Fixation of cochlear implants: an evidence-based review of literature. B-ENT 8, 85–94 (2012) De Varebeke, S.P., et al.: Fixation of cochlear implants: an evidence-based review of literature. B-ENT 8, 85–94 (2012)
11.
Zurück zum Zitat Department of Health: Valuing People: A New Strategy for Learning Disability for the 21st Century. The Stationary Office. HMSO, London (2001) Department of Health: Valuing People: A New Strategy for Learning Disability for the 21st Century. The Stationary Office. HMSO, London (2001)
13.
Zurück zum Zitat Farwell, L.A., Donchin, E.: Taking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr. Clin. Neurophysiol. 70, 510–523 (1988)CrossRef Farwell, L.A., Donchin, E.: Taking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr. Clin. Neurophysiol. 70, 510–523 (1988)CrossRef
14.
Zurück zum Zitat Felton, E.A., et al.: (2007) International IEEE EMBS conference on neural engineering, 3rd. 2–5 May, 2007. Kohala Coast, Hawaii, USA. Neural signal based control of the Dasher writing system Felton, E.A., et al.: (2007) International IEEE EMBS conference on neural engineering, 3rd. 2–5 May, 2007. Kohala Coast, Hawaii, USA. Neural signal based control of the Dasher writing system
15.
Zurück zum Zitat Felzer, T., Nordmann, R.: The international ACM SIGACCESS conference on computers and accessibility, 8th. 22–25 October, 2006. Portland, OR, USA. Alternative text entry using different input methods (2006) Felzer, T., Nordmann, R.: The international ACM SIGACCESS conference on computers and accessibility, 8th. 22–25 October, 2006. Portland, OR, USA. Alternative text entry using different input methods (2006)
16.
Zurück zum Zitat Holzapfel, S., et al.: Behavioural psychophysiological intervention in a mentally retarded epileptic patient with brain lesion. Appl. Psychophysiol. Feedback 23, 189–202 (1998)CrossRef Holzapfel, S., et al.: Behavioural psychophysiological intervention in a mentally retarded epileptic patient with brain lesion. Appl. Psychophysiol. Feedback 23, 189–202 (1998)CrossRef
17.
Zurück zum Zitat Horovitz, S.G., Skudlarski, P., Gore, J.C.: Correlations and dissociations between BOLD signal and P300 amplitude in an auditory oddball task: a parametric approach to combining fMRI and ERP. Magn. Reson. Imaging 20, 319–325 (2002)CrossRef Horovitz, S.G., Skudlarski, P., Gore, J.C.: Correlations and dissociations between BOLD signal and P300 amplitude in an auditory oddball task: a parametric approach to combining fMRI and ERP. Magn. Reson. Imaging 20, 319–325 (2002)CrossRef
18.
Zurück zum Zitat Iwasaki, M., et al.: Effects of eyelid closure, blinks, and eye movements on the electroencephalogram. Clin. Neurophysiol. 116, 878–885 (2005)CrossRef Iwasaki, M., et al.: Effects of eyelid closure, blinks, and eye movements on the electroencephalogram. Clin. Neurophysiol. 116, 878–885 (2005)CrossRef
19.
Zurück zum Zitat Lanyi, C.S., et al.: User interface evaluation of serious games for students with intellectual disability. Comput. Help. People Spec. Needs 6179, 227–234 (2010)CrossRef Lanyi, C.S., et al.: User interface evaluation of serious games for students with intellectual disability. Comput. Help. People Spec. Needs 6179, 227–234 (2010)CrossRef
20.
Zurück zum Zitat Laufs, H., et al.: EEG-correlated fMRI of human alpha activity. NeuroImage 19, 1463–1476 (2003)CrossRef Laufs, H., et al.: EEG-correlated fMRI of human alpha activity. NeuroImage 19, 1463–1476 (2003)CrossRef
21.
Zurück zum Zitat Lin, J.D., Wu, J.L., Yen, C.F.: An exploratory study into health care policy for persons with intellectual disabilities in Taiwan. J. Intellect. Disabil. Res. 48, 252–261 (2004)CrossRef Lin, J.D., Wu, J.L., Yen, C.F.: An exploratory study into health care policy for persons with intellectual disabilities in Taiwan. J. Intellect. Disabil. Res. 48, 252–261 (2004)CrossRef
22.
Zurück zum Zitat Lins, O.G., Picton, T.W., Berg, P., Scherg, M.: Ocular artifacts in EEG and event-related potentials I: scalp topography. Brain Topogr. 6, 51–63 (1993)CrossRef Lins, O.G., Picton, T.W., Berg, P., Scherg, M.: Ocular artifacts in EEG and event-related potentials I: scalp topography. Brain Topogr. 6, 51–63 (1993)CrossRef
23.
Zurück zum Zitat MacKay, D.J.C.: Information Theory, Inference, and Learning Algorithms, p. 119. Cambridge University Press, Cambridge (2003) MacKay, D.J.C.: Information Theory, Inference, and Learning Algorithms, p. 119. Cambridge University Press, Cambridge (2003)
24.
Zurück zum Zitat Nunez, P.L., Srinivasan, R.: Electric Fields of the Brain: The Neurophysics of EEG, 2nd edn. Oxford University Press, Oxford (1981) Nunez, P.L., Srinivasan, R.: Electric Fields of the Brain: The Neurophysics of EEG, 2nd edn. Oxford University Press, Oxford (1981)
25.
Zurück zum Zitat Pfurtscheller, G., Lopes da Silva, F.H.: Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin. Neurophysiol. 110, 1842–1857 (1999)CrossRef Pfurtscheller, G., Lopes da Silva, F.H.: Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin. Neurophysiol. 110, 1842–1857 (1999)CrossRef
28.
Zurück zum Zitat Standen, P.J., Brown, D.J.: The use of virtual reality in the rehabilitation of people with intellectual disabilities. Cyberpsychol. Behav. 8, 272–282 (2005)CrossRef Standen, P.J., Brown, D.J.: The use of virtual reality in the rehabilitation of people with intellectual disabilities. Cyberpsychol. Behav. 8, 272–282 (2005)CrossRef
29.
Zurück zum Zitat Standen, P.J., et al.: An evaluation of the use of a computer game in improving the choice reaction time of adults with intellectual disabilities. J. Assist. Technol. 3, 4–11 (2009) Standen, P.J., et al.: An evaluation of the use of a computer game in improving the choice reaction time of adults with intellectual disabilities. J. Assist. Technol. 3, 4–11 (2009)
30.
Zurück zum Zitat Standen, P.J., et al.: An evaluation of the Wii Nunchuk as an alternative assistive device for people with intellectual and physical disabilities using switch controlled software. Comput. Educ. 56, 2–10 (2011)CrossRef Standen, P.J., et al.: An evaluation of the Wii Nunchuk as an alternative assistive device for people with intellectual and physical disabilities using switch controlled software. Comput. Educ. 56, 2–10 (2011)CrossRef
31.
Zurück zum Zitat Standen, P.J., et al.: An evaluation of the Wii Nunchuk as an alternative assistive device for people with intellectual and physical disabilities using switch controlled software. Comput. Educ. 56, 2–10 (2011)CrossRef Standen, P.J., et al.: An evaluation of the Wii Nunchuk as an alternative assistive device for people with intellectual and physical disabilities using switch controlled software. Comput. Educ. 56, 2–10 (2011)CrossRef
32.
Zurück zum Zitat Standen, P.J., Rees, F., Brown, D.J.: Effect of playing computer games on decision making in people with intellectual disabilities. J. Assist. Technol. 3, 6–15 (2009) Standen, P.J., Rees, F., Brown, D.J.: Effect of playing computer games on decision making in people with intellectual disabilities. J. Assist. Technol. 3, 6–15 (2009)
33.
Zurück zum Zitat Stytsenko, K., Jablonskis, E., Prahm. C: MEi:CogSci conference, 5th. 17–18 June, 2011. Ljubljana, Slovenia. Evaluation of consumer EEG device Emotiv EPOC (2011) Stytsenko, K., Jablonskis, E., Prahm. C: MEi:CogSci conference, 5th. 17–18 June, 2011. Ljubljana, Slovenia. Evaluation of consumer EEG device Emotiv EPOC (2011)
35.
Zurück zum Zitat Tomlinson, J.: Inclusive learning: the report of the committee of enquiry into the post-school education of those with learning difficulties and/or disabilities, in England 1996. Eur. J. Spec. Needs Educ. 12, 184–196 (1996)CrossRef Tomlinson, J.: Inclusive learning: the report of the committee of enquiry into the post-school education of those with learning difficulties and/or disabilities, in England 1996. Eur. J. Spec. Needs Educ. 12, 184–196 (1996)CrossRef
37.
Zurück zum Zitat Ward, D.J., Blackwell, A.F., MacKay, J.C.: UIST 2000: the 13th annual ACM symposium on user interface software and technology. Dasher—a data entry interface using continuous gestures and language models (2000) Ward, D.J., Blackwell, A.F., MacKay, J.C.: UIST 2000: the 13th annual ACM symposium on user interface software and technology. Dasher—a data entry interface using continuous gestures and language models (2000)
39.
Zurück zum Zitat Wills, S.A., MacKay, D.J.C.: Dasher—an efficient writing system for brain–computer interfaces? IEEE Trans. Neural Syst. Rehabil. Eng. 14, 244–246 (2006)CrossRef Wills, S.A., MacKay, D.J.C.: Dasher—an efficient writing system for brain–computer interfaces? IEEE Trans. Neural Syst. Rehabil. Eng. 14, 244–246 (2006)CrossRef
40.
Zurück zum Zitat Wolpaw, J.R., et al.: Brain–computer interface technology: a review of the first international meeting. IEEE Trans. Rehabil. Eng. 8, 164–173 (2000)CrossRef Wolpaw, J.R., et al.: Brain–computer interface technology: a review of the first international meeting. IEEE Trans. Rehabil. Eng. 8, 164–173 (2000)CrossRef
Metadaten
Titel
A brain–computer interface for the Dasher alternative text entry system
verfasst von
Thomas Welton
David J. Brown
Lindsay Evett
Nasser Sherkat
Publikationsdatum
01.03.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Universal Access in the Information Society / Ausgabe 1/2016
Print ISSN: 1615-5289
Elektronische ISSN: 1615-5297
DOI
https://doi.org/10.1007/s10209-014-0375-y

Weitere Artikel der Ausgabe 1/2016

Universal Access in the Information Society 1/2016 Zur Ausgabe

Premium Partner