Jump to ContentJump to Main Navigation
Show Summary Details
More options …

Journal of Artificial Intelligence and Soft Computing Research

The Journal of Polish Neural Network Society, the University of Social Sciences in Lodz & Czestochowa University of Technology

4 Issues per year

Open Access
Online
ISSN
2083-2567
See all formats and pricing
More options …

Improvement Of Performance Of Japanese P300 Speller By Using Second Display

Yuya Yamamoto
  • Department of Computational Science and Engineering, Graduate School of Engineering Nagoya University, Furo-cho, Chikusa-ku, Nagoya 4648603, Japan
  • Other articles by this author:
  • De Gruyter OnlineGoogle Scholar
/ Tomohiro Yoshikawa
  • Department of Computational Science and Engineering, Graduate School of Engineering Nagoya University, Furo-cho, Chikusa-ku, Nagoya 4648603, Japan
  • Other articles by this author:
  • De Gruyter OnlineGoogle Scholar
/ Takeshi Furuhashi
  • Department of Computational Science and Engineering, Graduate School of Engineering Nagoya University, Furo-cho, Chikusa-ku, Nagoya 4648603, Japan
  • Other articles by this author:
  • De Gruyter OnlineGoogle Scholar
Published Online: 2015-09-23 | DOI: https://doi.org/10.1515/jaiscr-2015-0030

Abstract

Brain computer interface (BCI) is a system allows a user to control external devices or to communicate with other people using only his or her thoughts. The P300 speller is one such BCI in which users input letters. For inputting letters via the P300 speller, higher accuracy and shorter input times are needed, especially given densely populated display screens. We propose a new interface with a second display in the P300 speller that the user can switch to and from by selecting the “next” or “back” commands, therby reducing the density of displayed letters and improving the performance of the P300 speller. We show the comparison results in terms of accuracy and input times between the conventional interface and proposed interface.

References

  • [1] J. R. Wolpaw, N. Birbaumer, D. J. McFarland, G. Pfurtscheller, and T. M. Vaughan, “Brain-computer interfaces for communication and control,” Clinical Neurophysiology, vol. 113, no. 6, pp. 767–791, 2002.Google Scholar

  • [2] K. Tatsuhiro and Y. Kiyoyuki, “Current studies on brain-computer-interface(bci),” in The Bulletin of School of High-Technology for Human Welfare, Tokai Univ. Tokai Univercity, 2011, pp. 7–12.Google Scholar

  • [3] D. Kaub-Wittemer, N. Steinbuchel, M. Wasner, G. Laier-Groeneveld, and G. Borasio, “Quality of life and psychosocial issues in ventilated patients with amyotrophic lateral sclerosis and their caregivers,” Journal of pain and symptom management, vol. 26, no. 4, pp. 890–896, 2003.Google Scholar

  • [4] L. Farwell and E. Donchin, “Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials,” Electroencephalography and clinical Neurophysiology, vol. 70, no. 6, pp. 510–523, 1988.Google Scholar

  • [5] D. J. Krusienski, E. W. Sellers, S. Bayoudh, F. Cabestaing, D. J. McFarland, T. M. Vaughan, and J. R. Wolpaw, “A comparison of classification techniques for the p300 speller,” Journal of Neural Engineering, vol. 3, no. 4, pp. 299–305, 2006.Google Scholar

  • [6] H. Takahashi, T. Yoshikawa, and T. Furuhashi, “A study on application of reliability based automatic repeat request to brain computer interfaces,” in Advances in Neuro-Information Processing. Springer, 2009, pp. 1013–1020.Google Scholar

  • [7] B. Dal Seno, M. Matteucci, and L. Mainardi, “The utility metric: a novel method to assess the overall performance of discrete brain computer interfaces,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 18, no. 1, pp. 20–28, 2010.Web of ScienceGoogle Scholar

About the article

Published Online: 2015-09-23

Published in Print: 2015-07-01


Citation Information: Journal of Artificial Intelligence and Soft Computing Research, ISSN (Online) 2083-2567, DOI: https://doi.org/10.1515/jaiscr-2015-0030.

Export Citation

© Academy of Management (SWSPiZ), Lodz. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License. BY-NC-ND 3.0

Citing Articles

Here you can find all Crossref-listed publications in which this article is cited. If you would like to receive automatic email messages as soon as this article is cited in other publications, simply activate the “Citation Alert” on the top of this page.

[2]
Rahul Kumar Chaurasiya, Narendra D. Londhe, and Subhojit Ghosh
International Journal of Human–Computer Interaction, 2016, Volume 32, Number 11, Page 861

Comments (0)

Please log in or register to comment.
Log in