Contributions of online visual feedback to the learning and generalization of novel finger coordination patterns

Journal of Neurophysiology

Volumn 99, Issue 5, 2008, Pages 2546-2557

  Liu, Xiaolin ^a   Scheidt, Robert A ^a,b  

^a Medical College of Wisconsin and Marquette University   (United States)

^b NORTHWESTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; COMPUTER PROGRAM; CONTROLLED STUDY; FEMALE; FINGER JOINT; GESTURE; HAND MOVEMENT; HUMAN; HUMAN EXPERIMENT; LEARNING; MALE; NEUROMUSCULAR FUNCTION; PRIORITY JOURNAL; VISUAL ADAPTATION; VISUAL FIELD; VISUAL INFORMATION; VISUOMOTOR COORDINATION; ALGORITHM; ASSOCIATION; BIOMECHANICS; BRAIN MAPPING; CALIBRATION; FEEDBACK SYSTEM; FINGER; INNERVATION; ONLINE SYSTEM; PHYSIOLOGY; PSYCHOMOTOR PERFORMANCE; STATISTICAL ANALYSIS;

ADULT; ALGORITHMS; BIOMECHANICS; BRAIN MAPPING; CALIBRATION; CUES; DATA INTERPRETATION, STATISTICAL; FEEDBACK; FEMALE; FINGERS; GENERALIZATION (PSYCHOLOGY); HUMANS; LEARNING; MALE; ONLINE SYSTEMS; PSYCHOMOTOR PERFORMANCE;

EID: 47549104753     PISSN: 00223077     EISSN: 15221598     Source Type: Journal    
DOI: 10.1152/jn.01044.2007     Document Type: Article

References (71)

1. Andersen RA. Visual and eye movement functions of the posterior parietal cortex. Annu Rev Neurosci 12: 377-403, 1989.
2. Andersen RA, Essick GK, Siegel RM. The encoding of spatial location by posterior parietal neurons. Science 230: 456-458, 1985.
3. Bach-y-Rita P, Wood S, Leder R, Paredes O, Bahr D, Wicab Bach-y-Rita E, Murillo N. Computer-assisted motivating rehabilitation (CAMR) for institutional, home, and educational late stroke programs. Top Stroke Rehabil 8: 1-10, 2002.
4. Barlow HB, Kaushal TP, Hawken M, Parker AJ. Human contrast discrimination and the threshold of cortical neurons. J Opt Soc Am A Opt Image Sci Vis 4: 2366-2371, 1987.
5. Bernstein N. The Co-ordination and Regulation of Movements. Oxford, UK: Pergamon Press, 1967.
6. Bock O. Adaptation of aimed arm movements to sensorimotor discordance: evidence for direction-independent gain control. Behav Brain Physiol 51: 41-50, 1992.
7. Boyd L, Winstein C. Providing explicit information disrupts implicit motor learning after basal ganglia stroke. Learn Mem 11: 388-396, 2004.
8. Bunderson NE, Ting LH, Burkholder TJ. Asymmetric interjoint feedback contributes to postural control of redundant multi-link systems. J Neural Eng 4: 234-245, 2007.
9. Burdet E, Osu R, Franklin DW, Milner TE, Kawato M. The central nervous system stabilizes unstable dynamics by learning optimal impedance. Nature 414: 446-449, 2001.
10. Clower DM, Boussaoud D. Selective use of perceptual recalibration versus visuomotor skill acquisition. J Neurophysiol 84: 2703-2708, 2000.
11. Deneve S, Latham PE, Pouget A. Efficient computation and cue integration with noisy population codes. Nat Neurosci 4: 826-831, 2001.
12. DeSouza JFX, Dukelow SP, Gati JS, Menon RS, Andersen RA, Vilis T. Eye position signal modulates a human parietal pointing region during memory-guided movements. J Neurosci 20: 5835-5840, 2000.
13. Doya K. What are the computations of cerebellum, basal ganglia, and cerebral cortex? Neural Networks 12: 961-974, 1999.
14. Fagg AH, Barto AG, Houk JC. Learning to reach via corrective movements. Proc 10th Yale Workshop Adapt Learn Syst, 1998, p. 1-9.
15. Fagg AH, Sitkoff N, Barto AG, Houk JC. A model of cerebellar learning for control of arm movements using muscle synergies. Proc IEEE Symp Comp Intel Robot Autom, 1997, p. 6-12.
16. Franklin DW, Milner TE. Adaptive control of stiffness to stabilize hand position with large loads. Exp Brain Res 152: 211-220, 2003.
17. Ghez C, Scheidt RA, Heijink H. Different learned coordinate frames for planning trajectories and final positions in reaching. J Neurophysiol 98: 3614-3626, 2007.
18. Hadamard J. Sur les problèmes aux dérivées partielles et leur signification physique. Princeton Univ Bull Series 2: 49-52, 1902.
19. Held R, Freedman SJ. Plasticity in human sensorimotor control. Science 142: 455-462, 1963.
20. Held R, Hein A. Adaptation to disarranged hand-eye coordination contingent upon reafferent stimulation. Percept Mot Skills 8: 87-90, 1958.
21. Houk JC, Buckingham JT, Barto AG. Models of the cerebellum and motor learning. Behav Brain Sci 19: 368-383, 1996.
22. Ingram HA, van Donkelaar P, Cole J, Vercher J-L, Gauthier GM, Miall RC. The role of proprioception and attention in a visuomotor adaptation task. Exp Brain Res 132: 114-126, 2000.
23. Jack D, Boian R, Merians S, Tremaine M, Burdea GC, Adamovich SV, Recce M, Poizner H. Virtual reality-enhanced stroke rehabilitation. IEEE Trans Neural Syst Rehabil Eng 9: 308-318, 2001.
24. Jerde TE, Soechting JF, Flanders M. Biological constraints simplify the recognition of hand shapes biomedical engineering. IEEE Trans Rehabil Eng 50: 265-269, 2003a.
25. Jerde TE, Soechting JF, Flanders M. Coarticulation in fluent fingerspelling. Neuroscience 23: 2383-2393, 2003b.
26. Johnson RA, Wichern DW. Applied Multivariate Statistical Analysis (4th ed.). Upper Saddle River, NJ: Prentice Hall, 1998.
27. Kawano K, Takemura A, Inoue Y, Kitama T, Kobayashi Y, Mustari MJ. Visual inputs to cerebellar ventral paraflocculus during ocular following responses. Prog Brain Res 112: 415-422, 1996.
28. Kawato M, Gomi H. A computational model of four regions of the cerebellum based on feedback-error learning. Biol Cybern 68: 95-103, 1992.
29. Kawato M, Gomi H. Feedback-error-learning model of cerebellar control. In: Role of the Cerebellum and Basal Ganglia in Voluntary Movement, edited by Mano N, Hamada I, DeLong MR. Amsterdam: Elsevier Science, 1993, p. 51-61.
30. Kawato M, Kuroda T, Imamizu H, Nakano E, Miyauchi S, Yoshioka T. Internal forward models in the cerebellum: fMRI study on grip force and load force coupling. In: Progress in Brain Research, edited by Prablanc C, Pelisson D, Rosetti Y. Amsterdam: Elsevier, 2003, vol. 142, p. 171-188.
31. Kitazawa S, Kimura T, Uka T. Prism adaptation of reaching movements: specificity for the velocity of reaching. J Neurosci 17: 1481-1492, 1997.
32. 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.
33. Kuo AD. An optimal control model for analyzing human postural balance. IEEE Trans Biomed Eng 42: 87-101, 1995.
34. Kuo AD. An optimal state estimation model of sensory integration in humna postural balance. J Neural Eng 2: 235-249, 2005.
35. Lang CE, Schieber MH. Differential impairment of individuated finger movements in humans after damage to the motor cortex or the corticospinal tract. J Neurophysiol 90: 1160-1170, 2003.
36. Latash M, Scholz J, Schoner G. Motor control strategies revealed in the structure of motor variability. Exerc Sport Sci Rev 30: 26-31, 2002.
37. Liu X, Mosier KM, Mussa-Ivaldi FA, Scheidt RA. Learning novel finger coordination by reduced-dimensional visual feedback. Soc Neurosci Abstr 981.19, 2005.
38. Lynch JC, Mountcastle VB, Talbot WH, Yin TCT. Parietal lobe mechanisms for directed visual attention. J Neurophysiol 40: 362-389, 1977.
39. Mazzoni P, Krakauer JW. An implicit plan overrides an explicit strategy during visuomotor adaptation. J Neurosci 26: 3642-3645, 2006.
40. Merians AS, Jack D, Boian R, Tremaine M, Burdea GC, Adamovich SV, Recce M, Poizner H. Virtual reality-augmented rehabilitation for patients following stroke. Phys Ther 82: 898-915, 2002.
41. Milner TE, Franklin DW. Impedance control and internal model use during the initial stage of adaptation to novel dynamics in humans. J Physiol 567: 651-664, 2005.
42. Mosier KM, Scheidt RA, Acosta S, Mussa-Ivaldi FA. Remapping hand movements in a novel geometrical environment. J Neurophysiol 94: 4362-4372, 2005.
43. Mountcastle VB, Lynch JC, Georgopoulos A, Sakata H, Acuna C. Posterior parietal association cortex of the monkey: command function for operations within extrapersonal space. J Neurophysiol 38: 871-908, 1975.
44. O'Doherty JP, Dayan P, Friston K, Critchley H, Dolan RH. Temporal difference models and reward-related learning in the human brain. Neuron 28: 329-337, 2003.
45. Patton JL, Phillips-Stoykov ME, Stojakovich M, Mussa-Ivaldi FA. Evaluation of robotic training forces that either enhance or reduce error in chronic hemiparetic stroke survivors. Exp Brain Res 168: 368-383, 2006.
46. Poggio T, Bizzi E. Generalization in vision and motor control. Nature 431: 768-774, 2004.
47. Pouget A, Sejnowski TJ. Spatial transformations in the parietal cortex using basis functions. J Cogn Neurosci 9: 222-237, 1997.
48. Raghavan P, Petra E, Krakauer JW, Gordon AM. Patterns of impairment in digit independence after subcortical stroke. J Neurophysiol 95: 369-378, 2006.
49. Redding GM, Wallace B. Adaptive mechanisms in perceptual-motor coordination: components of prism adaptation. J Mot Behav 20: 242-254, 1988.
50. Redding GM, Wallace B. Effects of pointing rate and availability of visual feedback on visual and proprioceptive componenets of prism adaptation. J Mot Behav 24: 226-237, 1992.
51. Redding GM, Wallace B. Adaptive spatial alignment and strategic perceptual-motor control. J Exp Psychol 22: 379-394, 1996.
52. Redding GM, Wallace B. Adaptive Spatial Alignment. Hillsdale, NJ: Erlbaum, 1997.
53. Rosetti Y, Rode G, Pisella L, Farne A, Li L, Boisson D, Perenin MT. Prism adaptation to a rightward optical deviation rehabilitates left hemispatial neglect. Nature 395: 166-169, 1998.
54. Salinas E, Abbott LF. A model of multiplicative neural responses in parietal cortex. Proc Natl Acad Sci USA 93: 11956-11961, 1996.
55. Santello M, Flanders M, Soechting JF. Postural hand synergies for tool use. J Neurosci 18: 10105-10115, 1998.
56. Santello M, Flanders M, Soechting JF. Patterns of hand motion during grasping and the influence of sensory guidance. Neuroscience 22: 1426-1435, 2002.
57. Scheidt RA, Conditt MA, Reinkensmeyer DJ, Mussa-Ivaldi FA. Persistence of motor adaptation during constrained, multijoint, arm movements. J Neurophysiol 84: 853-862, 2000.
58. Scheidt RA, Ghez C. Separate adaptive mechanisms for controlling trajectory and final position in reaching. J Neurophysiol 98: 3600-3613, 2007.
59. Scholz J, Schoner G. The uncontrolled manifold concept: identifying control variables for a functional task. Exp Brain Res 126: 289-306, 1999.
60. Scott SH, Loeb GE. The computation of position sense from spindles in mono- and multiarticular muscles. J Neurosci 14: 7529-7540, 1994.
61. Southall JPC. Editor. Helmholtz's Treatise on Physiological Optics (Vols. 1 and 2). New York: Dover, 1962 (original work published in 1909).
62. Stratton GM. Upright vision and the retinal image. Psychol Rev 4: 182-187, 1897a.
63. Stratton GM. Vision without inversion of the retinal image. Psychol Rev 4: 341-360, 1897b.
64. Takahashi CD, Scheidt RA, Reinkensmeyer DJ. Impedance control and internal model formation when reaching in a randomly varying dynamical environment. J Neurophysiol 86: 1047-1051, 2001.
65. Tee KP, Burdet E, Chew CM, Milner TE. A model of force and impedance in human arm movements. Biol Cybern 90: 368-375, 2004.
66. Tod AM, Greger BE, Norris SA, Thach WT. Throwing accuracy in the vertical direction during prism adaptation: not simply timing of ball release. J Neurophysiol 85: 2298-2302, 2001.
67. Todorov E, Jordan MI. Optimal feedback control as a theory of motor coordination. Nat Neurosci 5: 1226-1235, 2002.
68. Wann JP, Ibrahim SF. Does limb proprioception drift? Exp Brain Res 91: 162-166, 1992.
69. Welch RB, Sampanes AC. Perceptual recalibration versus visual-motor skill acquisition: the effects of error-corrective prism exposure. Proc 45th Annu Meeting Psychon Soc, Minneapolis, MN, 2004, Poster No. 88.
70. Wigmore V, Tong C, Flanagan J. Visuomotor rotations of varying size and direction compete for a single internal model in motor working memory. J Exp Psychol Hum Percept Perform 28: 447-457, 2002.
71. Zimbelman JL, Suminski AJ, Rao SM, Scheidt RA. Predicting the future: neural correlates of internal models. NeuroImage 36: Suppl 1, S65, 2007.