Visual Feedback Is Not Necessary for the Learning of Novel Dynamics

被引:73
作者
Franklin, David W. [1 ,2 ,3 ]
So, Udell [2 ]
Burdet, Etienne [4 ]
Kawato, Mitsuo [2 ]
机构
[1] Natl Inst Informat & Commun Technol, Keihanna Sci City, Kyoto, Japan
[2] ATR Computat Neurosci Labs, Keihanna Sci City, Kyoto, Japan
[3] Univ Cambridge, Dept Engn, Cambridge CB2 1PZ, England
[4] Univ London Imperial Coll Sci Technol & Med, Dept Bioengn, London, England
来源
PLOS ONE | 2007年 / 2卷 / 12期
基金
加拿大自然科学与工程研究理事会;
关键词
D O I
10.1371/journal.pone.0001336
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background. When learning to perform a novel sensorimotor task, humans integrate multi-modal sensory feedback such as vision and proprioception in order to make the appropriate adjustments to successfully complete the task. Sensory feedback is used both during movement to control and correct the current movement, and to update the feed-forward motor command for subsequent movements. Previous work has shown that adaptation to stable dynamics is possible without visual feedback. However, it is not clear to what degree visual information during movement contributes to this learning or whether it is essential to the development of an internal model or impedance controller. Methodology/Principle Findings. We examined the effects of the removal of visual feedback during movement on the learning of both stable and unstable dynamics in comparison with the case when both vision and proprioception are available. Subjects were able to learn to make smooth movements in both types of novel dynamics after learning with or without visual feedback. By examining the endpoint stiffness and force after learning it could be shown that subjects adapted to both types of dynamics in the same way whether they were provided with visual feedback of their trajectory or not. The main effects of visual feedback were to increase the success rate of movements, slightly straighten the path, and significantly reduce variability near the end of the movement. Conclusions/Significance. These findings suggest that visual feedback of the hand during movement is not necessary for the adaptation to either stable or unstable novel dynamics. Instead vision appears to be used to fine-tune corrections of hand trajectory at the end of reaching movements.
引用
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页数:14
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共 63 条
  • [1] ATKESON CG, 1985, J NEUROSCI, V5, P2318
  • [2] On-line vs. off-line utilization of peripheral visual afferent information to ensure spatial accuracy of goal-directed movements
    Bédard, P
    Proteau, L
    [J]. EXPERIMENTAL BRAIN RESEARCH, 2004, 158 (01) : 75 - 85
  • [3] Updating of an internal model without proprioception: a deafferentation study
    Bernier, Pierre-Michel
    Chua, Romeo
    Bard, Chantal
    Franks, Ian M.
    [J]. NEUROREPORT, 2006, 17 (13) : 1421 - 1425
  • [4] Determinants of offline processing of visual information for the control of reaching movements
    Bernier, Pierre-Michel
    Chua, Romeo
    Franks, Ian M.
    Khan, Michael A.
    [J]. JOURNAL OF MOTOR BEHAVIOR, 2006, 38 (05) : 331 - 338
  • [5] Consolidation in human motor memory
    BrashersKrug, T
    Shadmehr, R
    Bizzi, E
    [J]. NATURE, 1996, 382 (6588) : 252 - 255
  • [6] Fast corrections of movements with a computer mouse
    Brenner, E
    Smeets, JBJ
    [J]. SPATIAL VISION, 2003, 16 (3-4): : 365 - 376
  • [7] Stability and motor adaptation in human arm movements
    Burdet, E
    Tee, KP
    Mareels, I
    Milner, TE
    Chew, CM
    Franklin, DW
    Osu, R
    Kawato, M
    [J]. BIOLOGICAL CYBERNETICS, 2006, 94 (01) : 20 - 32
  • [8] The central nervous system stabilizes unstable dynamics by learning optimal impedance
    Burdet, E
    Osu, R
    Franklin, DW
    Milner, TE
    Kawato, M
    [J]. NATURE, 2001, 414 (6862) : 446 - 449
  • [9] Quantization of human motions and learning of accurate movements
    Burdet, E
    Milner, TE
    [J]. BIOLOGICAL CYBERNETICS, 1998, 78 (04) : 307 - 318
  • [10] A method for measuring endpoint stiffness during multi-joint arm movements
    Burdet, E
    Osu, R
    Franklin, DW
    Yoshioka, T
    Milner, TE
    Kawato, M
    [J]. JOURNAL OF BIOMECHANICS, 2000, 33 (12) : 1705 - 1709