• DocumentCode
    2009003
  • Title

    Development of an adaptive cognitive training method using Near-InfraRed spectroscopy

  • Author

    Murase, Yasuhiro ; Nagai, Shuichi ; Nagano, A. ; Zhi-wei Luo

  • Author_Institution
    Dept. of Comput. Sci., Kobe Univ., Kobe, Japan
  • fYear
    2012
  • fDate
    20-24 Nov. 2012
  • Firstpage
    1467
  • Lastpage
    1471
  • Abstract
    Recently, the numbers of physically handicapped persons and higher brain dysfunctions are increasing in our super-aging society. Rehabilitative training or cognitive training has been studied. Now, more and more studies show that the motivation is important for the effect of such trainings. We focused on the brain function measurement and the technique of Brain-Computer Interface (BCI). We hypothesized that brain activity can be used as new indicators to set an appropriate task difficulty for patients. We measured the subjects´ brain activities during tasks using Near-InfraRed Spectroscopy (NIRS). We found that difficult or easy tasks can be determined by the brain activities. We developed a system that changes the difficulty level of the task according to the results of the discrimination of brain activities during tasks. The system can be beneficial for patients to perform cognitive training more effectively.
  • Keywords
    brain-computer interfaces; cognition; handicapped aids; human factors; spectroscopy; training; BCI; NIRS; adaptive cognitive training method; brain activity; brain dysfunctions; brain function measurement; brain-computer interface; motivation; near-infrared spectroscopy; physically handicapped persons; rehabilitative training; super-aging society;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
  • Conference_Location
    Kobe
  • Print_ISBN
    978-1-4673-2742-8
  • Type

    conf

  • DOI
    10.1109/SCIS-ISIS.2012.6505389
  • Filename
    6505389