• DocumentCode
    380787
  • Title

    Real-time extraction of readiness-potentials from EEG

  • Author

    Uto, Kuniaki ; Hibi, Keiichi ; Kosugi, Yukio

  • Author_Institution
    Interdisciplinary Graduate Sch. of Sci. & Eng., Tokyo Inst. of Technol., Yokohama, Japan
  • Volume
    2
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    1197
  • Abstract
    Real-time EEG processing is desirable as a communication tool for disabled individuals. However, motion-related potential as the cerebral phenomenon corresponding to the subject´s intention for autokinesia is embedded in the background potential; therefore, the real-time extraction of significant signal is quite difficult. In this paper, our aim is a real-time readiness-potential extraction from EEG with a relatively small number of scalp electrodes and the extraction of the difference among readiness-potentials based on different autokinesias by means of the combination of independent component analysis (ICA) and scalp Laplacian.
  • Keywords
    Laplace transforms; bioelectric potentials; biomedical electrodes; electroencephalography; handicapped aids; medical signal processing; real-time systems; statistical analysis; amyotrophic lateral sclerosis; autokinesia; background potential; cerebral phenomenon; communication tool; disabled individuals; independent component analysis; motion-related potential; postnatal disorder; readiness-potentials; real-time EEG processing; real-time extraction; scalp Laplacian; scalp electrodes; Brain; Data mining; Diseases; Electroencephalography; Electromyography; Independent component analysis; Laplace equations; Muscles; Nervous system; Scalp;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-7211-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2001.1020407
  • Filename
    1020407