• DocumentCode
    662874
  • Title

    Enhancement of attention and cognitive skills using EEG based neurofeedback game

  • Author

    Thomas, Kavitha P. ; Vinod, A.P. ; Guan, Chunying

  • Author_Institution
    Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2013
  • fDate
    6-8 Nov. 2013
  • Firstpage
    21
  • Lastpage
    24
  • Abstract
    Neurofeedback, the self-regulation of brain signals recorded using Electroencephalogram (EEG), allows Brain-Computer Interface (BCI) users to enhance cognitive as well as motor functions using specific training strategies. Therapeutic effects of neurofeedback (by the induction of neuroplasticity) on treatment of people with neurological disorders such as Attention-Deficit Hyperactive Disorder (ADHD), dementia and stroke have been reported in literature. In this paper, we investigate the impact of a neurofeedback based BCI game on the enhancement of attention and cognitive skills of healthy subjects. The BCI game is controlled by player´s attention-related EEG signal. In the proposed training paradigm, subjects play the neurofeedback game regularly for a period of 5 days. The experimental analysis of player´s attention level (measured by entropy values of EEG) and the comparison of cognitive test results demonstrate the benefits of practicing BCI based neurofeedback game in the enhancement of attention/cognitive skills.
  • Keywords
    brain-computer interfaces; computer games; electroencephalography; medical signal processing; neurophysiology; ADHD; Attention-Deficit Hyperactive Disorder; BCI; EEG based neurofeedback game; EEG entropy value; attention skill; brain signals self-regulation; brain-computer interface; cognitive skill; dementia; electroencephalography; neurofeedback therapeutic effects; neurological disorders; neuroplasticity; stroke; Brain-computer interfaces; Electroencephalography; Entropy; Games; Graphical user interfaces; Neurofeedback; Training;
  • 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.2013.6695861
  • Filename
    6695861