Analysis of statistical and standard algorithms for detecting muscle onset with surface electromyography

The timing of muscle activity is a commonly applied analytic method to understand how the nervous system controls movement. This study systematically evaluates six classes of standard and statistical algorithms to determine muscle onset in both experimental surface electromyography (EMG) and simulat...

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Veröffentlicht in:	PloS one 2017-05, Vol.12 (5), p.e0177312-e0177312
Hauptverfasser:	Tenan, Matthew S, Tweedell, Andrew J, Haynes, Courtney A
Format:	Artikel
Sprache:	eng
Schlagworte:	Acoustics Adult Algorithms Analysis Batch processing Bayes Theorem Bayesian analysis Biology and Life Sciences Biomechanical Phenomena Biomechanics Bursts Computer simulation Confidence intervals Data processing Electrodes Electromyography Electromyography - methods EMG Engineering Engineering and Technology Entropy Female Humans International conferences Knee Laboratories Linear Models Male Mathematical models Medicine and Health Sciences Methods Muscle Contraction Muscle, Skeletal - physiology Nervous system Neural networks Physical Sciences Quadriceps Muscle - physiology Regression analysis Regression models Reliability analysis Research and Analysis Methods Signal processing Signal Processing, Computer-Assisted Statistical analysis Statistical methods Studies Time series Visual perception Young Adult
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