 |
Previous Article | Next Article 
The Journal of Neuroscience, December 1, 2000, 20(23):8916-8924
Learning of Visuomotor Transformations for Vectorial Planning of
Reaching Trajectories
John W.
Krakauer1,
Zachary M.
Pine2,
Maria-Felice
Ghilardi3, 4, and
Claude
Ghez3
Departments of 1 Neurology and
3 Neurobiology and Behavior, Columbia University, College
of Physicians and Surgeons, New York, New York 10032, 2 Center on Aging, University of California, San Francisco,
and Geriatrics Division, San Francisco Veterans Administration Medical
Center, San Francisco, California and 4 INB-CNR,
Milan, Italy
The planning of visually guided reaches is accomplished by
independent specification of extent and direction. We investigated whether this separation of extent and direction planning for well practiced movements could be explained by differences in the adaptation to extent and directional errors during motor learning. We compared the
time course and generalization of adaptation with two types of screen
cursor transformation that altered the relationship between hand space
and screen space. The first was a gain change that induced extent
errors and required subjects to learn a new scaling factor. The second
was a screen cursor rotation that induced directional errors and
required subjects to learn new reference axes. Subjects learned a new
scaling factor at the same rate when training with one or multiple
target distances, whereas learning new reference axes took longer and
was less complete when training with multiple compared with one target
direction. After training to a single target, subjects were able to
transfer learning of a new scaling factor to previously unvisited
distances and directions. In contrast, generalization of rotation
adaptation was incomplete; there was transfer across distances and arm
configurations but not across directions. Learning a rotated reference
frame only occurred after multiple target directions were sampled
during training. These results suggest the separate processing of
extent and directional errors by the brain and support the idea that reaching movements are planned as a hand-centered vector whose extent
and direction are established via learning a scaling factor and
reference axes.
Key words:
vectorial planning; motor learning; visuomotor
transformations; reaching movements; psychophysics; generalization
Copyright © 2000 Society for Neuroscience 0270-6474/00/20238916-09$05.00/0
This article has been cited by other articles:

|
 |

|
 |
 
E. L. WOHLDMANN, A. F. HEALY, and L. E. BOURNE JR.
Global inhibition and midcourse corrections in speeded aiming
Mem Cognit,
October 1, 2008;
36(7):
1228 - 1235.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
X. Liu and R. A. Scheidt
Contributions of Online Visual Feedback to the Learning and Generalization of Novel Finger Coordination Patterns
J Neurophysiol,
May 1, 2008;
99(5):
2546 - 2557.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Tremblay, G. Houle, and D. J. Ostry
Specificity of Speech Motor Learning
J. Neurosci.,
March 5, 2008;
28(10):
2426 - 2434.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Ghez, R. Scheidt, and H. Heijink
Different Learned Coordinate Frames for Planning Trajectories and Final Positions in Reaching
J Neurophysiol,
December 1, 2007;
98(6):
3614 - 3626.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. A. Scheidt and C. Ghez
Separate Adaptive Mechanisms for Controlling Trajectory and Final Position in Reaching
J Neurophysiol,
December 1, 2007;
98(6):
3600 - 3613.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. A. G. Mattar and D. J. Ostry
Modifiability of Generalization in Dynamics Learning
J Neurophysiol,
December 1, 2007;
98(6):
3321 - 3329.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. C. Simani, L. M. M. McGuire, and P. N. Sabes
Visual-Shift Adaptation Is Composed of Separable Sensory and Task-Dependent Effects
J Neurophysiol,
November 1, 2007;
98(5):
2827 - 2841.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
Y.-w. Tseng, J. Diedrichsen, J. W. Krakauer, R. Shadmehr, and A. J. Bastian
Sensory Prediction Errors Drive Cerebellum-Dependent Adaptation of Reaching
J Neurophysiol,
July 1, 2007;
98(1):
54 - 62.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. A. Jax, L. J. Buxbaum, and A. D. Moll
Deficits in Movement Planning and Intrinsic Coordinate Control in Ideomotor Apraxia
J. Cogn. Neurosci.,
December 1, 2006;
18(12):
2063 - 2076.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. Yamamoto, D. S. Hoffman, and P. L. Strick
Rapid and Long-Lasting Plasticity of Input-Output Mapping
J Neurophysiol,
November 1, 2006;
96(5):
2797 - 2801.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. M. Bays and D. M. Wolpert
Actions and consequences in bimanual interaction are represented in different coordinate systems.
J. Neurosci.,
June 28, 2006;
26(26):
7121 - 7126.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Hamel-Paquet, L. E. Sergio, and J. F. Kalaska
Parietal Area 5 Activity Does Not Reflect the Differential Time-Course of Motor Output Kinetics During Arm-Reaching and Isometric-Force Tasks
J Neurophysiol,
June 1, 2006;
95(6):
3353 - 3370.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. Mazzoni and J. W. Krakauer
An implicit plan overrides an explicit strategy during visuomotor adaptation.
J. Neurosci.,
April 5, 2006;
26(14):
3642 - 3645.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Cheng and P. N. Sabes
Modeling sensorimotor learning with linear dynamical systems.
Neural Comput.,
April 1, 2006;
18(4):
760 - 793.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
F. Magescas and C. Prablanc
Automatic Drive of Limb Motor Plasticity
J. Cogn. Neurosci.,
January 1, 2006;
18(1):
75 - 83.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. Hore, M. O'Brien, and S. Watts
Control of Joint Rotations in Overarm Throws of Different Speeds Made by Dominant and Nondominant Arms
J Neurophysiol,
December 1, 2005;
94(6):
3975 - 3986.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. Paz, C. Natan, T. Boraud, H. Bergman, and E. Vaadia
Emerging Patterns of Neuronal Responses in Supplementary and Primary Motor Areas during Sensorimotor Adaptation
J. Neurosci.,
November 23, 2005;
25(47):
10941 - 10951.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. A. Kim, J. C. Eliassen, and J. N. Sanes
Movement Quantity and Frequency Coding in Human Motor Areas
J Neurophysiol,
October 1, 2005;
94(4):
2504 - 2511.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
U. Sailer, J. R. Flanagan, and R. S. Johansson
Eye-Hand Coordination during Learning of a Novel Visuomotor Task
J. Neurosci.,
September 28, 2005;
25(39):
8833 - 8842.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. Vindras, M. Desmurget, and P. Viviani
Error Parsing in Visuomotor Pointing Reveals Independent Processing of Amplitude and Direction
J Neurophysiol,
August 1, 2005;
94(2):
1212 - 1224.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. Wang and R. L. Sainburg
Adaptation to Visuomotor Rotations Remaps Movement Vectors, Not Final Positions
J. Neurosci.,
April 20, 2005;
25(16):
4024 - 4030.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. J. Marotta, G. P. Keith, and J. D. Crawford
Task-Specific Sensorimotor Adaptation to Reversing Prisms
J Neurophysiol,
February 1, 2005;
93(2):
1104 - 1110.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. W. Krakauer, C. Ghez, and M. F. Ghilardi
Adaptation to Visuomotor Transformations: Consolidation, Interference, and Forgetting
J. Neurosci.,
January 12, 2005;
25(2):
473 - 478.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G. Caithness, R. Osu, P. Bays, H. Chase, J. Klassen, M. Kawato, D. M. Wolpert, and J. R. Flanagan
Failure to Consolidate the Consolidation Theory of Learning for Sensorimotor Adaptation Tasks
J. Neurosci.,
October 6, 2004;
24(40):
8662 - 8671.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
T. D. Sanger
Failure of Motor Learning for Large Initial Errors
Neural Comput.,
September 1, 2004;
16(9):
1873 - 1886.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. Wang and R. L. Sainburg
Interlimb Transfer of Novel Inertial Dynamics Is Asymmetrical
J Neurophysiol,
July 1, 2004;
92(1):
349 - 360.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. W. Krakauer, M.-F. Ghilardi, M. Mentis, A. Barnes, M. Veytsman, D. Eidelberg, and C. Ghez
Differential Cortical and Subcortical Activations in Learning Rotations and Gains for Reaching: A PET Study
J Neurophysiol,
February 1, 2004;
91(2):
924 - 933.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. S. Turner, M. Desmurget, J. Grethe, M. D. Crutcher, and S. T. Grafton
Motor Subcircuits Mediating the Control of Movement Extent and Speed
J Neurophysiol,
December 1, 2003;
90(6):
3958 - 3966.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Battaglia-Mayer, R. Caminiti, F. Lacquaniti, and M. Zago
Multiple Levels of Representation of Reaching in the Parieto-frontal Network
Cereb Cortex,
October 1, 2003;
13(10):
1009 - 1022.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Tong and J. R. Flanagan
Task-Specific Internal Models for Kinematic Transformations
J Neurophysiol,
August 1, 2003;
90(2):
578 - 585.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. L. Sainburg, J. E. Lateiner, M. L. Latash, and L. B. Bagesteiro
Effects of Altering Initial Position on Movement Direction and Extent
J Neurophysiol,
January 1, 2003;
89(1):
401 - 415.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. Baraduc and D. M. Wolpert
Adaptation to a Visuomotor Shift Depends on the Starting Posture
J Neurophysiol,
August 1, 2002;
88(2):
973 - 981.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. Tong, D. M. Wolpert, and J. R. Flanagan
Kinematics and Dynamics Are Not Represented Independently in Motor Working Memory: Evidence from an Interference Study
J. Neurosci.,
February 1, 2002;
22(3):
1108 - 1113.
[Abstract]
[Full Text]
[PDF]
|
 |
|
|