Modifiability of generalization in dynamics learning

Journal of Neurophysiology

Volumn 98, Issue 6, 2007, Pages 3321-3329

  Mattar, Andrew A G ^a   Ostry, David J ^a,b  

^a MCGILL UNIVERSITY   (Canada)

^b HASKINS LABORATORIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; FEMALE; HUMAN; HUMAN EXPERIMENT; LEARNING; MALE; MOTION; NORMAL HUMAN; PRIORITY JOURNAL; ROBOTICS;

ADULT; ANALYSIS OF VARIANCE; DATA INTERPRETATION, STATISTICAL; ELBOW JOINT; FEMALE; GENERALIZATION (PSYCHOLOGY); HUMANS; LEARNING; MALE; MOTOR SKILLS; PSYCHOMOTOR PERFORMANCE; ROBOTICS; SHOULDER JOINT;

EID: 37549028323     PISSN: 00223077     EISSN: 15221598     Source Type: Journal    
DOI: 10.1152/jn.00576.2007     Document Type: Article

References (33)

1. Atkeson CG. Learning arm kinematics and dynamics. Annu Rev Neurosci 12: 157-183, 1989.
2. Bedford FL. Perceptual and cognitive spatial learning. J Exp Psychol Hum Percept Perform 19: 517-530, 1993.
3. Caithness G, Osu R, Bays P, Chase H, Klassen J, Kawato M, Wolpert DM, Flanagan JR. Failure to consolidate the consolidation theory of learning for sensorimotor adaptation tasks. J Neurosci 24: 8662-8671, 2004.
4. Conditt MA, Gandolfo F, Mussa-Ivaldi FA. The motor system does not learn the dynamics of the arm by rote memorization of past experience. J Neurophysiol 78: 554-560, 1997.
5. Criscimagna-Hemminger SE, Donchin O, Gazzaniga MS, Shadmehr R. Learned dynamics of reaching movements generalize from dominant to nondominant arm. J Neurophysiol 89: 168-176, 2003.
6. Dizio P, Lackner JR. Motor adaptation to Coriolis force perturbations of reaching movements: endpoint but not trajectory adaptation transfers to the nonexposed arm. J Neurophysiol 74: 1787-1792, 1995.
7. Donchin O, Francis JT, Shadmehr R. 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, 2003.
8. Gandolfo F, Mussa-Ivaldi FA, Bizzi E. Motor learning by field approximation. Proc Natl Acad Sci USA 93: 3843-3846, 1996.
9. Ghahramani Z, Wolpert DM. Modular decomposition in visuomotor learning. Nature 386: 392-395, 1997.
10. Ghahramani Z, Wolpert DM, Jordan MI. Generalization to local remappings of the visuomotor coordinate transformation. J Neurosci 16: 7085-7096, 1996.
11. Ghilardi M-F, Gordon J, Ghez C. Learning a visuomotor transformation in a local area of work space produces directional biases in other areas. J Neurophysiol 73: 2535-2539, 1995.
12. Goodbody SJ, Wolpert DM. Temporal and amplitude generalization in motor learning. J Neurophysiol 79: 1825-1838, 1998.
13. Gribble PL, Ostry DJ. Compensation for loads during arm movements using equilibrium-point control. Exp Brain Res 135: 474-482, 2000.
14. Huang VS, Shadmehr R. Evolution of motor memory during the seconds after observation of motor error. J Neurophysiol 97: 3976-3985, 2007.
15. Hwang EJ, Donchin O, Smith MA, Shadmehr R. A gain-field encoding of limb position and velocity in the internal model of arm dynamics. PloS Biol 1: 209-220, 2003.
16. Krakauer JW, Ghilardi MF, Ghez C. Independent learning of internal models for kinematic and dynamic control of reaching. Nat Neurosci 2: 1026-1031, 1999.
17. Krakauer JW, Mazzoni P, Ghazizadeh A, Ravindran R, Shadmehr R. Generalization of motor learning depends on the history of prior action. PLoS Biol 4: e316, 2006.
18. Krakauer JW, Pine ZM, Ghilardi M-F, Ghez C. Learning of visuomotor transformations for vectorial planning of reaching trajectories. J Neurosci 20: 8916-8924, 2000.
19. Lackner JR, Dizio P. Rapid adaptation to Coriolis force perturbations of arm trajectory. J Neurophysiol 72: 299-313, 1994.
20. Malfait N, Gribble PL, Ostry DJ. Generalization of motor learning based on multiple field exposures and local adaptation. J Neurophysiol 93: 3327-3338, 2005.
21. Malfait N, Ostry DJ. Is interlimb transfer of force-field adaptation a cognitive response to the sudden introduction of load? J Neurosci 24: 8084-8089, 2004.
22. Malfait N, Shiller DM, Ostry DJ. Transfer of motor learning across arm configurations. J Neurosci 22: 9656-9660, 2002.
23. Mattar AAG, Ostry DJ. Neural averaging in motor learning. J Neurophysiol 97: 220-228, 2007.
24. Shadmehr R, Moussavi ZMK. Spatial generalization from learning dynamics of reaching movements. J Neurosci 20: 7807-7815, 2000.
25. Shadmehr R, Mussa-Ivaldi FA. Adaptive representation of dynamics during learning of a motor task. J Neurosci 14: 3208-3224, 1994.
26. Thoroughman KA, Shadmehr R. Electromyographic correlates of learning an internal model of reaching movements. J Neurosci 19: 8573-8588, 1999.
27. Thoroughman KA, Shadmehr R. Learning of action through adaptive combination of motor primitives. Nature 407: 742-747, 2000.
28. Thoroughman KA, Taylor JA. Rapid reshaping of human motor generalization. J Neurosci 25: 8948-8953, 2005.
29. Tong C, Wolpert DM, Flanagan JR. Kinematics and dynamics are not represented independently in motor working memory: evidence from an interference study. J Neurosci 22: 1108-1113, 2002.
30. Vetter P, Goodbody SJ, Wolpert DM. Evidence for an eye-centered spherical representation of the visuomotor map. J Neurophysiol 81: 935-939, 1999.
31. Wang J, Sainburg RL. Limitations in interlimb transfer of visuomotor rotations. Exp Brain Res 155: 1-8, 2004a.
32. Wang J, Sainburg RL. Interlimb transfer of novel inertial dynamics is asymmetrical. J Neurophysiol 92: 349-360, 2004b.
33. Witney AG, Wolpert DM. Spatial representation of predictive motor learning. J Neurophysiol 89: 1837-1843, 2003.