Skip to main content
Erschienen in: Experimental Brain Research 4/2004

01.08.2004 | Research Article

The scaling of motor noise with muscle strength and motor unit number in humans

verfasst von: Antonia F. de C. Hamilton, Kelvin E. Jones, Daniel M. Wolpert

Erschienen in: Experimental Brain Research | Ausgabe 4/2004

Einloggen, um Zugang zu erhalten

Abstract

Understanding the origin of noise, or variability, in the motor system is an important step towards understanding how accurate movements are performed. Variability of joint torque during voluntary activation is affected by many factors such as the precision of the descending motor commands, the number of muscles that cross the joint, their size and the number of motor units in each. To investigate the relationship between the peripheral factors and motor noise, the maximum voluntary torque produced at a joint and the coefficient of variation of joint torque were recorded from six adult human subjects for four muscle/joint groups in the arm. It was found that the coefficient of variation of torque decreases systematically as the maximum voluntary torque increases. This decreasing coefficient of variation means that a given torque or force can be more accurately generated by a stronger muscle than a weaker muscle. Simulations demonstrated that muscles with different strengths and different numbers of motor units could account for the experimental data. In the simulations, the magnitude of the coefficient of variation of muscle force depended primarily on the number of motor units innervating the muscle, which relates positively to muscle strength. This result can be generalised to the situation where more than one muscle is available to perform a task, and a muscle activation pattern must be selected. The optimal muscle activation pattern required to generate a target torque using a group of muscles, while minimizing the consequences of signal dependent noise, is derived.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Abend W, Bizzi E, Morasso P (1982) Human arm trajectory formation. Brain 105:331–348PubMed Abend W, Bizzi E, Morasso P (1982) Human arm trajectory formation. Brain 105:331–348PubMed
Zurück zum Zitat An KN, Hui FC, Morrey BF, Linscheid RL, Chao EY (1981) Muscles across the elbow joint: a biomechanical analysis. J Biomech 14:659–669PubMed An KN, Hui FC, Morrey BF, Linscheid RL, Chao EY (1981) Muscles across the elbow joint: a biomechanical analysis. J Biomech 14:659–669PubMed
Zurück zum Zitat Basmajian JV (1978) Muscles alive: their functions revealed by electromyography. Williams & Wilkins, Baltimore Basmajian JV (1978) Muscles alive: their functions revealed by electromyography. Williams & Wilkins, Baltimore
Zurück zum Zitat Basmajian JV, Latif A (1957) Integrated actions and functions of the chief flexors of the elbow: a detailed electromyographic study. J. Bone Int Surg 39A:1106–1118 Basmajian JV, Latif A (1957) Integrated actions and functions of the chief flexors of the elbow: a detailed electromyographic study. J. Bone Int Surg 39A:1106–1118
Zurück zum Zitat Bigland-Ritchie B, Johansson R, Lippold OC, Smith S, Woods JJ (1983) Changes in motoneurone firing rates during sustained maximal voluntary contractions. J Physiol 340:335–346PubMed Bigland-Ritchie B, Johansson R, Lippold OC, Smith S, Woods JJ (1983) Changes in motoneurone firing rates during sustained maximal voluntary contractions. J Physiol 340:335–346PubMed
Zurück zum Zitat Brand PW (1985) Clinical mechanics of the hand. CV Mosby Co., St. Louis Brand PW (1985) Clinical mechanics of the hand. CV Mosby Co., St. Louis
Zurück zum Zitat Brochier T, Spinks R, Umilta MA, Kirkwood PA, Lemon RN (2001) Specificity of muscular activation during skilled grasp of different objects in monkeys. Soc Neurosci Abstr:303.8 Brochier T, Spinks R, Umilta MA, Kirkwood PA, Lemon RN (2001) Specificity of muscular activation during skilled grasp of different objects in monkeys. Soc Neurosci Abstr:303.8
Zurück zum Zitat Bromberg MB, Larson WL (1996) Relationships between motor-unit number estimates and isometric strength in distal muscles in ALS/MND. J Neurol Sci 139 Suppl:38–42CrossRef Bromberg MB, Larson WL (1996) Relationships between motor-unit number estimates and isometric strength in distal muscles in ALS/MND. J Neurol Sci 139 Suppl:38–42CrossRef
Zurück zum Zitat Bromberg MB, Forshew DA, Nau KL, Bromberg J, Simmons Z, Fries TJ (1993) Motor unit number estimation, isometric strength, and electromyographic measures in amyotrophic lateral sclerosis. Muscle Nerve 16:1213–1219PubMed Bromberg MB, Forshew DA, Nau KL, Bromberg J, Simmons Z, Fries TJ (1993) Motor unit number estimation, isometric strength, and electromyographic measures in amyotrophic lateral sclerosis. Muscle Nerve 16:1213–1219PubMed
Zurück zum Zitat Buchanan TS, Moniz MJ, Dewald JP, Zev Rymer W (1993) Estimation of muscle forces about the wrist joint during isometric tasks using an EMG coefficient method. J Biomech 26:547–560PubMed Buchanan TS, Moniz MJ, Dewald JP, Zev Rymer W (1993) Estimation of muscle forces about the wrist joint during isometric tasks using an EMG coefficient method. J Biomech 26:547–560PubMed
Zurück zum Zitat Buchthal F, Schmalbruch H (1980) Motor unit of mammalian muscle. Physiol Rev 60:90–142PubMed Buchthal F, Schmalbruch H (1980) Motor unit of mammalian muscle. Physiol Rev 60:90–142PubMed
Zurück zum Zitat Calancie B, Bawa P (1986) Limitations of the spike-triggered averaging technique. Muscle Nerve 9:78–83PubMed Calancie B, Bawa P (1986) Limitations of the spike-triggered averaging technique. Muscle Nerve 9:78–83PubMed
Zurück zum Zitat Chan KM, Doherty TJ, Brown WF (2001) Contractile properties of human motor units in health, aging, and disease. Muscle Nerve 24:1113–1133PubMed Chan KM, Doherty TJ, Brown WF (2001) Contractile properties of human motor units in health, aging, and disease. Muscle Nerve 24:1113–1133PubMed
Zurück zum Zitat Chao EY, An KN, Cooney WP, Linscheid RL (1989) Biomechanics of the hand; a basic research study. World Scientific, Singapore Chao EY, An KN, Cooney WP, Linscheid RL (1989) Biomechanics of the hand; a basic research study. World Scientific, Singapore
Zurück zum Zitat Christensen E (1959) Topography of terminal motor innervation in striated muscles from stillborn infants. Am J Phys Med 38:17–30 Christensen E (1959) Topography of terminal motor innervation in striated muscles from stillborn infants. Am J Phys Med 38:17–30
Zurück zum Zitat Collins JJ (1995) The redundant nature of locomotor optimization laws. J Biomech 28:251–267CrossRefPubMed Collins JJ (1995) The redundant nature of locomotor optimization laws. J Biomech 28:251–267CrossRefPubMed
Zurück zum Zitat Connolly K (1970) Mechanisms of motor skill development. Academic Press, London Connolly K (1970) Mechanisms of motor skill development. Academic Press, London
Zurück zum Zitat Crowninshield RD, Brand RA (1981) A physiologically based criterion of muscle force prediction in locomotion. J Biomech 14:793–801PubMed Crowninshield RD, Brand RA (1981) A physiologically based criterion of muscle force prediction in locomotion. J Biomech 14:793–801PubMed
Zurück zum Zitat Datta AK, Stephens JA (1990) Synchronization of motor unit activity during voluntary contraction in man. J Physiol 422:397–419PubMed Datta AK, Stephens JA (1990) Synchronization of motor unit activity during voluntary contraction in man. J Physiol 422:397–419PubMed
Zurück zum Zitat de Carvalho VC (1976) Study of motor units and arrangement of myons of human musculus plantaris. Acta Anatomica 96:444–448PubMed de Carvalho VC (1976) Study of motor units and arrangement of myons of human musculus plantaris. Acta Anatomica 96:444–448PubMed
Zurück zum Zitat Deutsch KM, Newell KM (2001) Age differences in noise and variability of isometric force production. J Exp Child Psychol 80:392–408CrossRefPubMed Deutsch KM, Newell KM (2001) Age differences in noise and variability of isometric force production. J Exp Child Psychol 80:392–408CrossRefPubMed
Zurück zum Zitat Dul J, Johnson GE, Shiavi R, Townsend MA (1984a) Muscular synergism—II. A minimum-fatigue criterion for load sharing between synergistic muscles. J Biomech 17:675–684PubMed Dul J, Johnson GE, Shiavi R, Townsend MA (1984a) Muscular synergism—II. A minimum-fatigue criterion for load sharing between synergistic muscles. J Biomech 17:675–684PubMed
Zurück zum Zitat Dul J, Townsend MA, Shiavi R, Johnson GE (1984b) Muscular synergism—I. On criteria for load sharing between synergistic muscles. J Biomech 17:663–673PubMed Dul J, Townsend MA, Shiavi R, Johnson GE (1984b) Muscular synergism—I. On criteria for load sharing between synergistic muscles. J Biomech 17:663–673PubMed
Zurück zum Zitat Eccles JC, Sherrington CS (1930) Numbers and contraction-values of individual motor units examined in some muscles of the limb. Proc R Soc Lond B Biol Sci 106:326–357 Eccles JC, Sherrington CS (1930) Numbers and contraction-values of individual motor units examined in some muscles of the limb. Proc R Soc Lond B Biol Sci 106:326–357
Zurück zum Zitat Enoka RM, Burnett RA, Graves AE, Kornatz KW, Laidlaw DH (1999) Task- and age-dependent variations in steadiness. Prog Brain Res 123:389–395PubMed Enoka RM, Burnett RA, Graves AE, Kornatz KW, Laidlaw DH (1999) Task- and age-dependent variations in steadiness. Prog Brain Res 123:389–395PubMed
Zurück zum Zitat Enoka RM, Christou EA, Hunter SK, Kornatz KW, Semmler JG, Taylor AM, Tracy BL (2003) Mechanisms that contribute to differences in motor performance between young and old adults. J Electromyogr Kinesiol 13:1–12CrossRefPubMed Enoka RM, Christou EA, Hunter SK, Kornatz KW, Semmler JG, Taylor AM, Tracy BL (2003) Mechanisms that contribute to differences in motor performance between young and old adults. J Electromyogr Kinesiol 13:1–12CrossRefPubMed
Zurück zum Zitat Fagg AH, Shah A, Barto AG (2002) A computational model of muscle recruitment for wrist movements. J Neurophysiol 88:3348–3358PubMed Fagg AH, Shah A, Barto AG (2002) A computational model of muscle recruitment for wrist movements. J Neurophysiol 88:3348–3358PubMed
Zurück zum Zitat Feinstein B, Lindegard B, Nyman E, Wohlfart G (1955) Morphological studies of motor units in normal human muscles. Acta Anatomica 23:127–142PubMed Feinstein B, Lindegard B, Nyman E, Wohlfart G (1955) Morphological studies of motor units in normal human muscles. Acta Anatomica 23:127–142PubMed
Zurück zum Zitat Fitts PM (1954) The information capacity of the human motor system in controlling the amplitude of movement. J Exp Psychol 47:381–391PubMed Fitts PM (1954) The information capacity of the human motor system in controlling the amplitude of movement. J Exp Psychol 47:381–391PubMed
Zurück zum Zitat Flanders M, Soechting JF (1990) Arm muscle activation for static forces in three-dimensional space. J Neurophysiol 64:1818–1837PubMed Flanders M, Soechting JF (1990) Arm muscle activation for static forces in three-dimensional space. J Neurophysiol 64:1818–1837PubMed
Zurück zum Zitat Fuglevand AJ, Winter DA, Patla AE (1993) Models of recruitment and rate coding organization in motor-unit pools. J Neurophysiol 70:2470–2488PubMed Fuglevand AJ, Winter DA, Patla AE (1993) Models of recruitment and rate coding organization in motor-unit pools. J Neurophysiol 70:2470–2488PubMed
Zurück zum Zitat Galganski ME, Fuglevand AJ, Enoka RM (1993) Reduced control of motor output in a human hand muscle of elderly subjects during submaximal contractions. J Neurophysiol 69:2108–2115PubMed Galganski ME, Fuglevand AJ, Enoka RM (1993) Reduced control of motor output in a human hand muscle of elderly subjects during submaximal contractions. J Neurophysiol 69:2108–2115PubMed
Zurück zum Zitat Garland SJ, Enoka RM, Serrano LP, Robinson GA (1994) Behavior of motor units in human biceps brachii during a submaximal fatiguing contraction. J Appl Physiol 76:2411–2419PubMed Garland SJ, Enoka RM, Serrano LP, Robinson GA (1994) Behavior of motor units in human biceps brachii during a submaximal fatiguing contraction. J Appl Physiol 76:2411–2419PubMed
Zurück zum Zitat Gomi H (2000) Minimum principles for muscle-coordination evaluated by the directional preference of muscle activation during multijoint-arm force regulation task. Tech Rep of IEICE, NC2000–10, pp 9–16 Gomi H (2000) Minimum principles for muscle-coordination evaluated by the directional preference of muscle activation during multijoint-arm force regulation task. Tech Rep of IEICE, NC2000–10, pp 9–16
Zurück zum Zitat Gustafsson B, Pinter MJ (1984) An investigation of threshold properties among cat spinal alpha-motoneurones. J Physiol 357:453–483PubMed Gustafsson B, Pinter MJ (1984) An investigation of threshold properties among cat spinal alpha-motoneurones. J Physiol 357:453–483PubMed
Zurück zum Zitat Hall LA, McCloskey DI (1983) Detections of movements imposed on finger, elbow and shoulder joints. J Physiol 335:519–533PubMed Hall LA, McCloskey DI (1983) Detections of movements imposed on finger, elbow and shoulder joints. J Physiol 335:519–533PubMed
Zurück zum Zitat Hamilton AFdC, Wolpert DM (2002) Controlling the statistics of action: obstacle avoidance. J Neurophysiol 87:2434–2440PubMed Hamilton AFdC, Wolpert DM (2002) Controlling the statistics of action: obstacle avoidance. J Neurophysiol 87:2434–2440PubMed
Zurück zum Zitat Harris CM, Wolpert DM (1998) Signal-dependent noise determines motor planning. Nature 394:780–784PubMed Harris CM, Wolpert DM (1998) Signal-dependent noise determines motor planning. Nature 394:780–784PubMed
Zurück zum Zitat Hennemann E (1957) Relation between size of neurons and their susceptibility to discharge. Science 126:1345–1347PubMed Hennemann E (1957) Relation between size of neurons and their susceptibility to discharge. Science 126:1345–1347PubMed
Zurück zum Zitat Henneman E, Somjen G, Carpenter DO (1965) Excitability and inhibitability of motoneurons of different sizes. J Neurophysiol 28:599–620PubMed Henneman E, Somjen G, Carpenter DO (1965) Excitability and inhibitability of motoneurons of different sizes. J Neurophysiol 28:599–620PubMed
Zurück zum Zitat Hoffman DS, Strick PL (1999) Step-tracking movements of the wrist. IV. Muscle activity associated with movements in different directions. J Neurophysiol 81:319–333PubMed Hoffman DS, Strick PL (1999) Step-tracking movements of the wrist. IV. Muscle activity associated with movements in different directions. J Neurophysiol 81:319–333PubMed
Zurück zum Zitat Hunter SK, Ryan DL, Ortega JD, Enoka RM (2002) Task differences with the same load torque alter the endurance time of submaximal fatiguing contractions in humans. J Neurophysiol 88:3087–3096PubMed Hunter SK, Ryan DL, Ortega JD, Enoka RM (2002) Task differences with the same load torque alter the endurance time of submaximal fatiguing contractions in humans. J Neurophysiol 88:3087–3096PubMed
Zurück zum Zitat Jones KE, Hamilton AFdC, Wolpert DM (2002) Sources of signal-dependent noise during isometric force production. J Neurophysiol 88:1533–1544PubMed Jones KE, Hamilton AFdC, Wolpert DM (2002) Sources of signal-dependent noise during isometric force production. J Neurophysiol 88:1533–1544PubMed
Zurück zum Zitat Keen DA, Yue GH, Enoka RM (1994) Training-related enhancement in the control of motor output in elderly humans. J Appl Physiol 77:2648–2658PubMed Keen DA, Yue GH, Enoka RM (1994) Training-related enhancement in the control of motor output in elderly humans. J Appl Physiol 77:2648–2658PubMed
Zurück zum Zitat Kuwabara S, Mizobuchi K, Ogawara K, Hattori T (1999) Dissociated small hand muscle involvement in amyotrophic lateral sclerosis detected by motor unit number estimates. Muscle Nerve 22:870–873CrossRefPubMed Kuwabara S, Mizobuchi K, Ogawara K, Hattori T (1999) Dissociated small hand muscle involvement in amyotrophic lateral sclerosis detected by motor unit number estimates. Muscle Nerve 22:870–873CrossRefPubMed
Zurück zum Zitat Laidlaw DH, Bilodeau M, Enoka RM (2000) Steadiness is reduced and motor unit discharge is more variable in old adults. Muscle Nerve 23:600–612CrossRefPubMed Laidlaw DH, Bilodeau M, Enoka RM (2000) Steadiness is reduced and motor unit discharge is more variable in old adults. Muscle Nerve 23:600–612CrossRefPubMed
Zurück zum Zitat Luschei ES, Ramig LO, Baker KL, Smith ME (1999) Discharge characteristics of laryngeal single motor units during phonation in young and older adults and in persons with Parkinson disease. J Neurophysiol 81:2131–2139PubMed Luschei ES, Ramig LO, Baker KL, Smith ME (1999) Discharge characteristics of laryngeal single motor units during phonation in young and older adults and in persons with Parkinson disease. J Neurophysiol 81:2131–2139PubMed
Zurück zum Zitat MacConaill MA (1967) The ergonomic aspects of articular mechanisms. In: Evans FG (ed) Studies of the anatomy and function of bones and joints. Springer, Berlin, pp 69–80 MacConaill MA (1967) The ergonomic aspects of articular mechanisms. In: Evans FG (ed) Studies of the anatomy and function of bones and joints. Springer, Berlin, pp 69–80
Zurück zum Zitat Macefield VG, Fuglevand AJ, Howell JN, Bigland-Ritchie B (2000) Discharge behaviour of single motor units during maximal voluntary contractions of a human toe extensor. J Physiol 528:227–234PubMed Macefield VG, Fuglevand AJ, Howell JN, Bigland-Ritchie B (2000) Discharge behaviour of single motor units during maximal voluntary contractions of a human toe extensor. J Physiol 528:227–234PubMed
Zurück zum Zitat McComas AJ (1998) 1998 ISEK congress keynote lecture: motor units: how many, how large, what kind? International Society of Electrophysiology and Kinesiology. J Electromyogr Kinesiol 8:391–402CrossRefPubMed McComas AJ (1998) 1998 ISEK congress keynote lecture: motor units: how many, how large, what kind? International Society of Electrophysiology and Kinesiology. J Electromyogr Kinesiol 8:391–402CrossRefPubMed
Zurück zum Zitat Montgomery RD (1962) Growth of human striated muscle. Nature 195:194–195PubMed Montgomery RD (1962) Growth of human striated muscle. Nature 195:194–195PubMed
Zurück zum Zitat Morasso P (1981) Spatial control of arm movements. Exp Brain Res 42:223–227PubMed Morasso P (1981) Spatial control of arm movements. Exp Brain Res 42:223–227PubMed
Zurück zum Zitat Nordstrom MA, Miles TS (1991) Discharge variability and physiological properties of human masseter motor units. Brain Res 541:50–56CrossRefPubMed Nordstrom MA, Miles TS (1991) Discharge variability and physiological properties of human masseter motor units. Brain Res 541:50–56CrossRefPubMed
Zurück zum Zitat Pedotti A, Krishnan VV, Stark L (1978) Optimization of muscle-force sequencing in human locomotion. Math Biosci 38:57–76CrossRef Pedotti A, Krishnan VV, Stark L (1978) Optimization of muscle-force sequencing in human locomotion. Math Biosci 38:57–76CrossRef
Zurück zum Zitat Penfield W, Rasmussen T (1950) The cerebral cortex of man; a clinical study of localization of function. Macmillan, Oxford Penfield W, Rasmussen T (1950) The cerebral cortex of man; a clinical study of localization of function. Macmillan, Oxford
Zurück zum Zitat Powers RK, Binder MD (1985) Distribution of oligosynaptic group I input to the cat medial gastrocnemius motoneuron pool. J Neurophysiol 53:497–517PubMed Powers RK, Binder MD (1985) Distribution of oligosynaptic group I input to the cat medial gastrocnemius motoneuron pool. J Neurophysiol 53:497–517PubMed
Zurück zum Zitat Refshauge KM, Chan R, Taylor JL, McCloskey DI (1995) Detection of movements imposed on human hip, knee, ankle and toe joints. J Physiol 488:231–241PubMed Refshauge KM, Chan R, Taylor JL, McCloskey DI (1995) Detection of movements imposed on human hip, knee, ankle and toe joints. J Physiol 488:231–241PubMed
Zurück zum Zitat Schiffman JM, Luchies CW (2001) The effects of motion on force control abilities. Clin Biomech (Bristol, Avon) 16:505–513 Schiffman JM, Luchies CW (2001) The effects of motion on force control abilities. Clin Biomech (Bristol, Avon) 16:505–513
Zurück zum Zitat Schmidt RA, Zelaznik H, Hawkins B, Frank JS, Quinn JTJ (1979) Motor-output variability: a theory for the accuracy of rapid motor acts. Psychol Rev 47:415–451PubMed Schmidt RA, Zelaznik H, Hawkins B, Frank JS, Quinn JTJ (1979) Motor-output variability: a theory for the accuracy of rapid motor acts. Psychol Rev 47:415–451PubMed
Zurück zum Zitat Semmler JG, Nordstrom MA (1998) Motor unit discharge and force tremor in skill- and strength-trained individuals. Exp Brain Res 119:27–38CrossRefPubMed Semmler JG, Nordstrom MA (1998) Motor unit discharge and force tremor in skill- and strength-trained individuals. Exp Brain Res 119:27–38CrossRefPubMed
Zurück zum Zitat Somjen G, Carpenter DO, Henneman E (1965) Responses of motoneurons of different sizes to graded stimulation of supraspinal centers of the brain. J Neurophysiol 28:958–965PubMed Somjen G, Carpenter DO, Henneman E (1965) Responses of motoneurons of different sizes to graded stimulation of supraspinal centers of the brain. J Neurophysiol 28:958–965PubMed
Zurück zum Zitat Stein RB, Yang JF (1990) Methods for estimating the number of motor units in human muscles. Ann Neurol 28:487–495PubMed Stein RB, Yang JF (1990) Methods for estimating the number of motor units in human muscles. Ann Neurol 28:487–495PubMed
Zurück zum Zitat Tanji J, Kato M (1973) Firing rate of individual motor units in voluntary contraction of abductor digiti minimi muscle in man. Exp Neurol 40:771–783PubMed Tanji J, Kato M (1973) Firing rate of individual motor units in voluntary contraction of abductor digiti minimi muscle in man. Exp Neurol 40:771–783PubMed
Zurück zum Zitat Taylor AM, Christou EA, Enoka RM (2003) Multiple features of motor-unit activity influence force fluctuations during isometric contractions. J Neurophysiol 90:1350–1361PubMed Taylor AM, Christou EA, Enoka RM (2003) Multiple features of motor-unit activity influence force fluctuations during isometric contractions. J Neurophysiol 90:1350–1361PubMed
Zurück zum Zitat Tomlinson BE, Irving D (1977) The numbers of limb motor neurons in the human lumbosacral cord throughout life. J Neurol Sci 34:213–219PubMed Tomlinson BE, Irving D (1977) The numbers of limb motor neurons in the human lumbosacral cord throughout life. J Neurol Sci 34:213–219PubMed
Zurück zum Zitat Valero-Cuevas FJ, Zajac FE, Burgar CG (1998) Large index-fingertip forces are produced by subject-independent patterns of muscle excitation. J Biomech 31:693–703PubMed Valero-Cuevas FJ, Zajac FE, Burgar CG (1998) Large index-fingertip forces are produced by subject-independent patterns of muscle excitation. J Biomech 31:693–703PubMed
Zurück zum Zitat van Bolhuis BM, Gielen CC (1997) The relative activation of elbow-flexor muscles in isometric flexion and in flexion/extension movements. J Biomech 30:803–811CrossRefPubMed van Bolhuis BM, Gielen CC (1997) The relative activation of elbow-flexor muscles in isometric flexion and in flexion/extension movements. J Biomech 30:803–811CrossRefPubMed
Zurück zum Zitat van Bolhuis BM, Gielen CC (1999) A comparison of models explaining muscle activation patterns for isometric contractions. Biol Cybern 81:249–261CrossRefPubMed van Bolhuis BM, Gielen CC (1999) A comparison of models explaining muscle activation patterns for isometric contractions. Biol Cybern 81:249–261CrossRefPubMed
Zurück zum Zitat van Zuylen EJ, Gielen CC, Denier van der Gon JJ (1988) Coordination and inhomogeneous activation of human arm muscles during isometric torques. J Neurophysiol 60:1523–1548PubMed van Zuylen EJ, Gielen CC, Denier van der Gon JJ (1988) Coordination and inhomogeneous activation of human arm muscles during isometric torques. J Neurophysiol 60:1523–1548PubMed
Zurück zum Zitat Vasavada AN, Peterson BW, Delp SL (2002) Three-dimensional spatial tuning of neck muscle activation in humans. Exp Brain Res 147:437–448CrossRefPubMed Vasavada AN, Peterson BW, Delp SL (2002) Three-dimensional spatial tuning of neck muscle activation in humans. Exp Brain Res 147:437–448CrossRefPubMed
Zurück zum Zitat Westling G, Johansson RS, Thomas CK, Bigland-Ritchie B (1990) Measurement of contractile and electrical properties of single human thenar motor units in response to intraneural motor-axon stimulation. J Neurophysiol 64:1331–1338PubMed Westling G, Johansson RS, Thomas CK, Bigland-Ritchie B (1990) Measurement of contractile and electrical properties of single human thenar motor units in response to intraneural motor-axon stimulation. J Neurophysiol 64:1331–1338PubMed
Zurück zum Zitat Winters JM, Stark L (1988) Estimated mechanical properties of synergistic muscles involved in movements of a variety of human joints. J Biomech 21:1027–1041PubMed Winters JM, Stark L (1988) Estimated mechanical properties of synergistic muscles involved in movements of a variety of human joints. J Biomech 21:1027–1041PubMed
Zurück zum Zitat Yao W, Fuglevand RJ, Enoka RM (2000) Motor-unit synchronization increases EMG amplitude and decreases force steadiness of simulated contractions. J Neurophysiol 83:441–452 Yao W, Fuglevand RJ, Enoka RM (2000) Motor-unit synchronization increases EMG amplitude and decreases force steadiness of simulated contractions. J Neurophysiol 83:441–452
Zurück zum Zitat Yeo BP (1976) Investigations concerning the principle of minimal total muscular force. J Biomech 9:413–416PubMed Yeo BP (1976) Investigations concerning the principle of minimal total muscular force. J Biomech 9:413–416PubMed
Metadaten
Titel
The scaling of motor noise with muscle strength and motor unit number in humans
verfasst von
Antonia F. de C. Hamilton
Kelvin E. Jones
Daniel M. Wolpert
Publikationsdatum
01.08.2004
Erschienen in
Experimental Brain Research / Ausgabe 4/2004
Print ISSN: 0014-4819
Elektronische ISSN: 1432-1106
DOI
https://doi.org/10.1007/s00221-004-1856-7

Weitere Artikel der Ausgabe 4/2004

Experimental Brain Research 4/2004 Zur Ausgabe

Leitlinien kompakt für die Neurologie

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Nicht Creutzfeldt Jakob, sondern Abführtee-Vergiftung

29.05.2024 Hyponatriämie Nachrichten

Eine ältere Frau trinkt regelmäßig Sennesblättertee gegen ihre Verstopfung. Der scheint plötzlich gut zu wirken. Auf Durchfall und Erbrechen folgt allerdings eine Hyponatriämie. Nach deren Korrektur kommt es plötzlich zu progredienten Kognitions- und Verhaltensstörungen.

Schutz der Synapsen bei Alzheimer

29.05.2024 Morbus Alzheimer Nachrichten

Mit einem Neurotrophin-Rezeptor-Modulator lässt sich möglicherweise eine bestehende Alzheimerdemenz etwas abschwächen: Erste Phase-2-Daten deuten auf einen verbesserten Synapsenschutz.

Sozialer Aufstieg verringert Demenzgefahr

24.05.2024 Demenz Nachrichten

Ein hohes soziales Niveau ist mit die beste Versicherung gegen eine Demenz. Noch geringer ist das Demenzrisiko für Menschen, die sozial aufsteigen: Sie gewinnen fast zwei demenzfreie Lebensjahre. Umgekehrt steigt die Demenzgefahr beim sozialen Abstieg.

Hirnblutung unter DOAK und VKA ähnlich bedrohlich

17.05.2024 Direkte orale Antikoagulanzien Nachrichten

Kommt es zu einer nichttraumatischen Hirnblutung, spielt es keine große Rolle, ob die Betroffenen zuvor direkt wirksame orale Antikoagulanzien oder Marcumar bekommen haben: Die Prognose ist ähnlich schlecht.

Update Neurologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.