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
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