Learning of visuomotor transformations for vectorial planning of reaching trajectories.

作者: John W. Krakauer , Zachary M. Pine , Maria-Felice Ghilardi , Claude Ghez

DOI: 10.1523/JNEUROSCI.20-23-08916.2000

关键词: Transformation (function)Artificial intelligenceReference framePsychophysicsComputer visionCommunicationMotor learningRotation (mathematics)Transfer of learningGeneralizationComputer scienceAdaptation (eye)

摘要: The planning of visually guided reaches is accomplished by independent specification extent and direction. We investigated whether this separation direction for well practiced movements could be explained differences in the adaptation to directional errors during motor learning. compared time course generalization with two types screen cursor transformation that altered relationship between hand space space. first was a gain change induced required subjects learn new scaling factor. second rotation reference axes. Subjects learned factor at same rate when training one or multiple target distances, whereas learning axes took longer less complete After single target, were able transfer previously unvisited distances directions. In contrast, incomplete; there across arm configurations but not Learning rotated frame only occurred after directions sampled training. These results suggest separate processing brain support idea reaching are planned as hand-centered vector whose established via

参考文章(33)
Robert L. Sainburg, Spatial representations and internal models of limb dynamics in motor learning The MIT Press. pp. 401- 514 ,(1999)
Daniel W. Moran, Andrew B. Schwartz, Motor Cortical Representation of Speed and Direction During Reaching Journal of Neurophysiology. ,vol. 82, pp. 2676- 2692 ,(1999) , 10.1152/JN.1999.82.5.2676
John W. Krakauer, Maria-Felice Ghilardi, Claude Ghez, Independent learning of internal models for kinematic and dynamic control of reaching. Nature Neuroscience. ,vol. 2, pp. 1026- 1031 ,(1999) , 10.1038/14826
J. F. Soechting, M. Flanders, Errors in pointing are due to approximations in sensorimotor transformations Journal of Neurophysiology. ,vol. 62, pp. 595- 608 ,(1989) , 10.1152/JN.1989.62.2.595
Susan J. Goodbody, Daniel M. Wolpert, Temporal and Amplitude Generalization in Motor Learning Journal of Neurophysiology. ,vol. 79, pp. 1825- 1838 ,(1998) , 10.1152/JN.1998.79.4.1825
AP Georgopoulos, JF Kalaska, R Caminiti, JT Massey, On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex The Journal of Neuroscience. ,vol. 2, pp. 1527- 1537 ,(1982) , 10.1523/JNEUROSCI.02-11-01527.1982
J. McIntyre, F. Stratta, F. Lacquaniti, Viewer-Centered Frame of Reference for Pointing to Memorized Targets in Three-Dimensional Space Journal of Neurophysiology. ,vol. 78, pp. 1601- 1618 ,(1997) , 10.1152/JN.1997.78.3.1601
Philippe Vindras, Michel Desmurget, Claude Prablanc, Paolo Viviani, Pointing Errors Reflect Biases in the Perception of the InitialHand Position Journal of Neurophysiology. ,vol. 79, pp. 3290- 3294 ,(1998) , 10.1152/JN.1998.79.6.3290
Zoubin Ghahramani, Daniel M Wolpert, None, Modular decomposition in visuomotor learning Nature. ,vol. 386, pp. 392- 395 ,(1997) , 10.1038/386392A0
M. Carrozzo, J. McIntyre, M. Zago, F. Lacquaniti, Viewer-centered and body-centered frames of reference in direct visuomotor transformations. Experimental Brain Research. ,vol. 129, pp. 201- 210 ,(1999) , 10.1007/S002210050890