• DocumentCode
    393881
  • Title

    Analysis of motor unit synchronization using joint peri-stimulus time histograms in human-simulation analysis

  • Author

    Ushiba, I. ; Tomita, Y. ; Masakado, Y.

  • Author_Institution
    Sch. of Fundamental Sci. & Technol., Keio Univ., Kanagawa, Japan
  • Volume
    3
  • fYear
    2002
  • fDate
    5-7 Aug. 2002
  • Firstpage
    2008
  • Abstract
    For assessing human motor unit synchronization, we develop a novel synchronization index, β using joint peri-stimulus time histogram. In this paper, we discuss the dependence of the synchronization index on firing rates and the ability of temporal analysis using a spike model. We confirmed that the index β represents the synchronization state independently from firing rates, and that it also accurately traces event-related temporal modulation of synchronization.
  • Keywords
    biocontrol; neuromuscular stimulation; synchronisation; event-related temporal modulation; firing rates; human motor unit synchronization analysis; joint peri-stimulus time histograms; simulation analysis; spike model; synchronization index; temporal analysis; Analytical models; Computational Intelligence Society; Gaussian distribution; Histograms; Humans; Medical simulation; Muscles; Pressing; Robustness; Visualization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE 2002. Proceedings of the 41st SICE Annual Conference
  • Print_ISBN
    0-7803-7631-5
  • Type

    conf

  • DOI
    10.1109/SICE.2002.1196640
  • Filename
    1196640