Journal of Applied Physiology Fuel your research with LabChart
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
 QUICK SEARCH:   [advanced]


     


J Appl Physiol 96: 1486-1495, 2004; doi:10.1152/japplphysiol.01070.2003
8750-7587/04 $5.00
This Article
Right arrow Full Text Free
Right arrow Full Text (PDF) Free
Right arrow Submit a response
Right arrow Alert me when this article is cited
Right arrow Alert me when eLetters are posted
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via ISI Web of Science (134)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Farina, D.
Right arrow Articles by Enoka, R. M.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Farina, D.
Right arrow Articles by Enoka, R. M.

INVITED REVIEW

HIGHLIGHTED TOPICS
Neural Control of Movement

The extraction of neural strategies from the surface EMG

Dario Farina,1 Roberto Merletti,1 and Roger M. Enoka2

1Laboratorio di Ingegneria del Sistema Neuromuscolare, Dipartimento di Elettronica, Politecnico di Torino, Torino 10129, Italy; and 2Department of Integrative Physiology, University of Colorado, Boulder, Colorado 80309-0354

This brief review examines some of the methods used to infer central control strategies from surface electromyogram (EMG) recordings. Among the many uses of the surface EMG in studying the neural control of movement, the review critically evaluates only some of the applications. The focus is on the relations between global features of the surface EMG and the underlying physiological processes. Because direct measurements of motor unit activation are not available and many factors can influence the signal, these relations are frequently misinterpreted. These errors are compounded by the counterintuitive effects that some system parameters can have on the EMG signal. The phenomenon of crosstalk is used as an example of these problems. The review describes the limitations of techniques used to infer the level of muscle activation, the type of motor unit recruited, the upper limit of motor unit recruitment, the average discharge rate, and the degree of synchronization between motor units. Although the global surface EMG is a useful measure of muscle activation and assessment, there are limits to the information that can be extracted from this signal.

motor unit; spectral analysis; recruitment strategies; synchronization; amplitude cancellation; electromyogram



Address for reprint requests and other correspondence: D. Farina, Dipartimento di Elettronica, Politecnico di Torino, Corso Duca degli Abruzzi 24, Torino 10129, Italy (E-mail: dario.farina{at}polito.it).




This article has been cited by other articles:


Home page
Integr. Comp. Biol.Home page
T. J. Roberts and A. M. Gabaldon
Interpreting muscle function from EMG: lessons learned from direct measurements of muscle force
Integr. Comp. Biol., June 18, 2008; (2008) icn056v1.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
T. Rudroff, D. Staudenmann, and R. M. Enoka
Electromyographic measures of muscle activation and changes in muscle architecture of human elbow flexors during fatiguing contractions
J Appl Physiol, June 1, 2008; 104(6): 1720 - 1726.
[Abstract] [Full Text] [PDF]


Home page
ptjournalHome page
L. L Andersen, M. Kjaer, C. H Andersen, P. B Hansen, M. K Zebis, K. Hansen, and G. Sjogaard
Muscle Activation During Selected Strength Exercises in Women With Chronic Neck Muscle Pain
Physical Therapy, June 1, 2008; 88(6): 703 - 711.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
C. R. Abbiss, J. J. Peiffer, J. M. Peake, K. Nosaka, K. Suzuki, D. T. Martin, and P. B. Laursen
Effect of carbohydrate ingestion and ambient temperature on muscle fatigue development in endurance-trained male cyclists
J Appl Physiol, April 1, 2008; 104(4): 1021 - 1028.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
W. Taube, C. Leukel, M. Schubert, M. Gruber, T. Rantalainen, and A. Gollhofer
Differential Modulation of Spinal and Corticospinal Excitability During Drop Jumps
J Neurophysiol, March 1, 2008; 99(3): 1243 - 1252.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
T. J. Dartnall, M. A. Nordstrom, and J. G. Semmler
Motor Unit Synchronization Is Increased in Biceps Brachii After Exercise-Induced Damage to Elbow Flexor Muscles
J Neurophysiol, February 1, 2008; 99(2): 1008 - 1019.
[Abstract] [Full Text] [PDF]


Home page
Am. J. Physiol. Regul. Integr. Comp. Physiol.Home page
A. M. Gabaldon, F. E. Nelson, and T. J. Roberts
Relative shortening velocity in locomotor muscles: turkey ankle extensors operate at low V/Vmax
Am J Physiol Regulatory Integrative Comp Physiol, January 1, 2008; 294(1): R200 - R210.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
K. G. Keenan and F. J. Valero-Cuevas
Experimentally Valid Predictions of Muscle Force and EMG in Models of Motor-Unit Function Are Most Sensitive to Neural Properties
J Neurophysiol, September 1, 2007; 98(3): 1581 - 1590.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
J. G. Semmler, K. J. Tucker, T. J. Allen, and U. Proske
Eccentric exercise increases EMG amplitude and force fluctuations during submaximal contractions of elbow flexor muscles
J Appl Physiol, September 1, 2007; 103(3): 979 - 989.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
J.-F. Grosset, I. Mora, D. Lambertz, and C. Perot
Changes in stretch reflexes and muscle stiffness with age in prepubescent children
J Appl Physiol, June 1, 2007; 102(6): 2352 - 2360.
[Abstract] [Full Text] [PDF]


Home page
ptjournalHome page
R. L Segal
Use of Imaging to Assess Normal and Adaptive Muscle Function
Physical Therapy, June 1, 2007; 87(6): 704 - 718.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
C. Suetta, P. Aagaard, S. P. Magnusson, L. L. Andersen, S. Sipila, A. Rosted, A. K. Jakobsen, B. Duus, and M. Kjaer
Muscle size, neuromuscular activation, and rapid force characteristics in elderly men and women: effects of unilateral long-term disuse due to hip-osteoarthritis
J Appl Physiol, March 1, 2007; 102(3): 942 - 948.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
K. G. Keenan, D. Farina, F. G. Meyer, R. Merletti, and R. M. Enoka
Sensitivity of the cross-correlaton between simulated surface EMGs for two muscles to detect motor unit synchronization
J Appl Physiol, March 1, 2007; 102(3): 1193 - 1201.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
J. Duchateau, J. G. Semmler, and R. M. Enoka
Training adaptations in the behavior of human motor units
J Appl Physiol, December 1, 2006; 101(6): 1766 - 1775.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
T. J. Carroll, R. D. Herbert, J. Munn, M. Lee, and S. C. Gandevia
Contralateral effects of unilateral strength training: evidence and possible mechanisms
J Appl Physiol, November 1, 2006; 101(5): 1514 - 1522.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
R. M. Enoka and S. C. Gandevia

J Appl Physiol, October 1, 2006; 101(4): 1009 - 1010.
[Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
B. C. Clark, T. M. Manini, S. J. Bolanowski, and L. L. Ploutz-Snyder
Adaptations in human neuromuscular function following prolonged unweighting: II. Neurological properties and motor imagery efficacy
J Appl Physiol, July 1, 2006; 101(1): 264 - 272.
[Abstract] [Full Text] [PDF]


Home page
Br. J. Sports. Med.Home page
J P Weir, T W Beck, J T Cramer, T J Housh, T D Noakes, A St Clair Gibson, and E V Lambert
Is fatigue all in your head? A critical review of the central governor model * Commentary.
Br. J. Sports Med., July 1, 2006; 40(7): 573 - 586.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
B. Pasquet, A. Carpentier, and J. Duchateau
Change in Muscle Fascicle Length Influences the Recruitment and Discharge Rate of Motor Units During Isometric Contractions
J Neurophysiol, November 1, 2005; 94(5): 3126 - 3133.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
M. Shinohara, C. T. Moritz, M. A. Pascoe, and R. M. Enoka
Prolonged muscle vibration increases stretch reflex amplitude, motor unit discharge rate, and force fluctuations in a hand muscle
J Appl Physiol, November 1, 2005; 99(5): 1835 - 1842.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
K. S. Maluf and R. M. Enoka
Task failure during fatiguing contractions performed by humans
J Appl Physiol, August 1, 2005; 99(2): 389 - 396.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
M. Klass, S. Baudry, and J. Duchateau
Aging does not affect voluntary activation of the ankle dorsiflexors during isometric, concentric, and eccentric contractions
J Appl Physiol, July 1, 2005; 99(1): 31 - 38.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
L. L. Andersen, J. L. Andersen, S. P. Magnusson, C. Suetta, J. L. Madsen, L. R. Christensen, and P. Aagaard
Changes in the human muscle force-velocity relationship in response to resistance training and subsequent detraining
J Appl Physiol, July 1, 2005; 99(1): 87 - 94.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. Gazzoni, F. Camelia, and D. Farina
Conduction Velocity of Quiescent Muscle Fibers Decreases During Sustained Contraction
J Neurophysiol, July 1, 2005; 94(1): 387 - 394.
[Abstract] [Full Text] [PDF]


Home page
J. Gerontol. A Biol. Sci. Med. Sci.Home page
E. Simoneau, A. Martin, and J. Van Hoecke
Muscular Performances at the Ankle Joint in Young and Elderly Men
J. Gerontol. A Biol. Sci. Med. Sci., April 1, 2005; 60(4): 439 - 447.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
C. J. Mottram, J. M. Jakobi, J. G. Semmler, and R. M. Enoka
Motor-Unit Activity Differs With Load Type During a Fatiguing Contraction
J Neurophysiol, March 1, 2005; 93(3): 1381 - 1392.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
N. Place, N. A. Maffiuletti, Y. Ballay, and R. Lepers
Twitch potentiation is greater after a fatiguing submaximal isometric contraction performed at short vs. long quadriceps muscle length
J Appl Physiol, February 1, 2005; 98(2): 429 - 436.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
K. G. Keenan, D. Farina, K. S. Maluf, R. Merletti, and R. M. Enoka
Influence of amplitude cancellation on the simulated surface electromyogram
J Appl Physiol, January 1, 2005; 98(1): 120 - 131.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
D. Farina, A. Macaluso, R. A. Ferguson, and G. De Vito
Effect of power, pedal rate, and force on average muscle fiber conduction velocity during cycling
J Appl Physiol, December 1, 2004; 97(6): 2035 - 2041.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
M. Kouzaki, M. Shinohara, K. Masani, and T. Fukunaga
Force fluctuations are modulated by alternate muscle activity of knee extensor synergists during low-level sustained contraction
J Appl Physiol, December 1, 2004; 97(6): 2121 - 2131.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
S. K. Hunter, A. Critchlow, and R. M. Enoka
Influence of aging on sex differences in muscle fatigability
J Appl Physiol, November 1, 2004; 97(5): 1723 - 1732.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
D. Farina, A. Blanchietti, M. Pozzo, and R. Merletti
M-wave properties during progressive motor unit activation by transcutaneous stimulation
J Appl Physiol, August 1, 2004; 97(2): 545 - 555.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
E. A. Christou, J. M. Jakobi, A. Critchlow, M. Fleshner, and R. M. Enoka
The 1- to 2-Hz oscillations in muscle force are exacerbated by stress, especially in older adults
J Appl Physiol, July 1, 2004; 97(1): 225 - 235.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
S. K. Hunter, A. Critchlow, I.-S. Shin, and R. M. Enoka
Men are more fatigable than strength-matched women when performing intermittent submaximal contractions
J Appl Physiol, June 1, 2004; 96(6): 2125 - 2132.
[Abstract] [Full Text] [PDF]




HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
Visit Other APS Journals Online
Copyright © 2004 by the American Physiological Society.