Impedance control and internal model use during the initial stage of adaptation to novel dynamics in humans

Journal of Physiology

Volumn 567, Issue 2, 2005, Pages 651-664

  Milner, Theodore E ^a,b   Franklin, David W ^a,b  

^a ADVANCED TELECOMMUNICATIONS RESEARCH INSTITUTE INTERNATIONAL   (Japan)

^b SIMON FRASER UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTATION; ARTICLE; BIOMECHANICS; CENTRAL NERVOUS SYSTEM FUNCTION; CONTROLLED STUDY; ERROR; FEEDBACK SYSTEM; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; MUSCLE CONTRACTION; NEUROMUSCULAR FUNCTION; NORMAL HUMAN; POSITIVE FEEDBACK; PRIORITY JOURNAL; REFLEX; VISCOELASTICITY;

ADAPTATION, PHYSIOLOGICAL; ARM; COMPUTER SIMULATION; ELASTICITY; FEEDBACK; FEMALE; HUMANS; MALE; MODELS, BIOLOGICAL; MOTOR SKILLS; MOVEMENT; MUSCLE CONTRACTION; MUSCLE, SKELETAL; MUSCULOSKELETAL EQUILIBRIUM; TASK PERFORMANCE AND ANALYSIS; VISCOSITY;

EID: 24944453174     PISSN: 00223751     EISSN: None     Source Type: Journal    
DOI: 10.1113/jphysiol.2005.090449     Document Type: Article

References (31)

1. Bhushan N & Shadmehr R (1999). Computational nature of human adaptive control during learning of reaching movements in force fields. Biol Cybern 81, 39-60.
2. Brashers-Krug T, Shadmehr R & Bizzi E (1996). Consolidation in human motor memory. Nature 382, 252-255.
3. Burdet E, Franklin DW, Osu R, Tee KP, Kawato M & Milner TE (2004). How are internal models of unstable tasks formed? Proceedings of the IEEE EMBS 26th Annual International Conference 6, 4491-4496.
4. Conditt MA, Gandolfo F & Mussa-Ivaldi FA (1997). The motor system does not learn the dynamics of the arm by rote memorization of past experience. J Neurophysiol 78, 554-560.
5. Crago PE, Houk JC & Hasan Z (1976). Regulatory actions of human stretch reflex. J Neurophysiol 39, 925-935.
6. Donchin O, Francis JT & Shadmehr R (2003). Quantifying generalization from trial-by-trial behavior of adaptive systems that learn with basis functions: theory and experiments in human motor control. J Neurosci 23, 9032-9045.
7. Donchin O, Sawaki L, Madupu G, Cohen LG & Shadmehr R (2002). Mechanisms influencing acquisition and recall of motor memories. J Neurophysiol 88, 2114-2123.
8. Franklin DW, Osu R, Burdet E, Kawato M & Milner TE (2003a). Adaptation to stable and unstable dynamics achieved by combined impedance control and inverse dynamics model. J Neurophysiol 90, 3270-3282.
9. Franklin DW, Osu R, Burdet E, Kawato M & Milner TE (2003b). Functional significance of stiffness in adaptation of multijoint arm movements to stable and unstable environments. Exp Brain Res 151, 145-157.
10. Franklin DW, So U, Kawato M & Milner TE (2004). Impedance control balances stability with metabolically costly muscle activation. J Neurophysiol 92, 3097-3105.
11. Gomi H & Kawato M (1996). Equilibrium-point control hypothesis examined by measured arm stiffness during multijoint movement. Science 272, 117-120.
12. Gomi H & Kawato M (1997). Human arm stiffness and equilibrium-point trajectory during multi-joint movement. Biol Cybern 76, 163-171.
13. Goodbody SJ & Wolpert DM (1998). Temporal and amplitude generalization in motor learning. J Neurophysiol 79, 1825-1838.
14. Krakauer JW, Ghilardi MF & Ghez C (1999). Independent learning of internal models for kinematic and dynamic control of reaching. Nat Neurosci 2, 1026-1031.
15. Lackner JR & Dizio P (1994). Rapid adaptation to Coriolis force perturbations of arm trajectory. J Neurophysiol 72, 299-313.
16. Lee RG & Tatton WG (1982). Long latency reflexes to imposed displacements of the human wrist: dependence on duration of movement. Exp Brain Res 45, 207-216.
17. Li CS, Padoa-Schioppa C & Bizzi E (2001). Neuronal correlates of motor performance and motor learning in the primary motor cortex of monkeys adapting to an external force field. Neuron 30, 593-607.
18. Maschke M, Gomez CM, Ebner TJ & Konczak J (2004). Hereditary cerebellar ataxia progressively impairs force adaptation during goal-directed arm movements. J Neurophysiol 91, 230-238.
19. Milner TE (2002). Contribution of geometry and joint stiffness to mechanical stability of the human arm. Exp Brain Res 143, 515-519.
20. Milner TE (2004). Accuracy of internal dynamics models in limb movements depends on stability. Exp Brain Res 159, 172-184.
21. Nezafat R, Shadmehr R & Holcomb HH (2001). Long-term adaptation to dynamics of reaching movements: a PET study. Exp Brain Res 140, 66-76.
22. Osu R, Burdet E, Franklin DW, Milner TE & Kawato M (2003). Different mechanisms involved in adaptation to stable and unstable dynamics. J Neurophysiol 90, 3255-3269.
23. Osu R, Franklin DW, Kato H, Gomi H, Domen K, Yoshioka T & Kawato M (2002). Short- and long-term changes in joint co-contraction associated with motor learning as revealed from surface EMG. J Neurophysiol 88, 991-1004.
24. Scheidt RA, Dingwell JB & Mussa-Ivaldi FA (2001). Learning to move amid uncertainty. J Neurophysiol 86, 971-985.
25. Scheidt RA, Reinkensmeyer DJ, Conditt MA, Rymer WZ & Mussa-Ivaldi FA (2000). Persistence of motor adaptation during constrained, multi-joint, arm movements. J Neurophysiol 84, 853-862.
26. Shadmehr R & Mussa-Ivaldi FA (1994). Adaptive representation of dynamics during learning of a motor task. J Neurosci 14, 3208-3224.
27. Smith MA & Shadmehr R (2005). Intact ability to learn internal models of arm dynamics in Huntington's disease but not cerebellar degeneration. J Neurophysiol 93, 2809-2821.
28. Takahashi CD, Scheidt RA & Reinkensmeyer DJ (2001). Impedance control and internal model formation when reaching in a randomly varying dynamical environment. J Neurophysiol 86, 1047-1051.
29. Thoroughman KA & Shadmehr R (1999). Electromyographic correlates of learning an internal model of reaching movements. J Neurosci 19, 8573-8588.
30. Thoroughman KA & Shadmehr R (2000). Learning of action through adaptive combination of motor primitives. Nature 407, 742-747.
31. Wolpert DM & Kawato M (1998). Multiple paired forward and inverse models for motor control. Neural Netw 11, 1317-1329.