نتایج جستجو برای: motor unit potential classification

تعداد نتایج: 1994258  

Journal: :Journal of applied physiology 2016
Sandra K Hunter Hugo M Pereira Kevin G Keenan

Age-related changes in the basic functional unit of the neuromuscular system, the motor unit, and its neural inputs have a profound effect on motor function, especially among the expanding number of old (older than ∼60 yr) and very old (older than ∼80 yr) adults. This review presents evidence that age-related changes in motor unit morphology and properties lead to impaired motor performance tha...

Journal: :Journal of applied physiology 2005
Dario Farina Lars Arendt-Nielsen Thomas Graven-Nielsen

The motor unit twitch torque is modified by sustained contraction, but the association to changes in muscle fiber electrophysiological properties is not fully known. Thus twitch torque, muscle fiber conduction velocity, and action potential properties of single motor units were assessed in 11 subjects following an isometric submaximal contraction of the tibialis anterior muscle until endurance....

2014
Baolei Xu Yunfa Fu Gang Shi Xuxian Yin Zhidong Wang Hongyi Li Changhao Jiang

We introduce a new motor parameter imagery paradigm using clench speed and clench force motor imagery. The time-frequency-phase features are extracted from mu rhythm and beta rhythms, and the features are optimized using three process methods: no-scaled feature using "MIFS" feature selection criterion, scaled feature using "MIFS" feature selection criterion, and scaled feature using "mRMR" feat...

Journal: :Journal of Neurology, Neurosurgery & Psychiatry 1979

Journal: :Journal of neurophysiology 2010
David M Halliday Simon F Farmer

TO THE EDITOR: The electromyogram (EMG) as an indirect measure of motor unit activity has proved invaluable in motor control studies. Increasingly, the application of frequency domain techniques to EMG signals has provided important insight into the structure and function of the human motor system. In a recent publication Neto and Christou (2010) claimed that rectification of the EMG impairs id...

2015
Sujoy Paul Anuradha Saha Amit Konar

Classification of motor imagery signal is one of the major part of a Brain Computer Interface (BCI) system, which possess immense potential to ease the life of physically disabled people. In this article, a generalized framework has been presented for motor imagery signal classification, with emphasis on the feature selection. A Manhattan distance based feature selection algorithm is proposed, ...

2016
Carlo Rinaldi Imre Mäger Matthew J. Wood

The accumulation in neurons of aberrant protein species, the pathological hallmark of many neurodegenerative diseases, results from a global impairment of key cellular processes governing protein synthesis/degradation and repair mechanisms, also known as the proteostasis network (PN). The growing number of connections between dysfunction of this intricate network of pathways and diseases of the...

Journal: :Journal of neurophysiology 2014
Joshua C Kline Carlo J De Luca

Decomposition of the electromyographic (EMG) signal into constituent action potentials and the identification of individual firing instances of each motor unit in the presence of ambient noise are inherently probabilistic processes, whether performed manually or with automated algorithms. Consequently, they are subject to errors. We set out to classify and reduce these errors by analyzing 1,061...

Journal: :Journal of Neural Engineering 2021

Abstract Objective. Motor imagery is the mental simulation of movements. It a common paradigm to design brain-computer interfaces (BCIs) that elicits modulation brain oscillatory activity similar real, passive and induced In this study, we used peripheral stimulation provoke movements one limb during performance motor tasks. Unlike other works, in which are support BCI operation, our goal was t...

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