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
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;
Conference_Titel :
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN :
0-7803-7631-5
DOI :
10.1109/SICE.2002.1196640