WWW.JNEUROSCI.ORG
-
The Journal of Neuroscience
 QUICK SEARCH:   [advanced]


     
-


HOME
  |  
SEARCH  |   ARCHIVE  |   SUBSCRIBE  |   CONTACT  |   HELP

This Article
Right arrow Full Text
Right arrow Full Text (PDF)
Right arrow Submit an eLetter
Right arrow Alert me when this article is cited
Right arrow Alert me when eLetters are posted
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in Web of Science
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Web of Science (189)
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Shadmehr, R.
Right arrow Articles by Brashers-Krug, T.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Shadmehr, R.
Right arrow Articles by Brashers-Krug, T.
Right arrowPubmed/NCBI databases
Medline Plus Health Information
*Memory

 Previous Article  |  Next Article 

Volume 17, Number 1, Issue of January 1, 1997 pp. 409-419
Copyright ©1997 Society for Neuroscience

Functional Stages in the Formation of Human Long-Term Motor Memory

Received July 23, 1996; revised Oct. 3, 1996; accepted Oct. 8, 1996.

Reza Shadmehr1 and Thomas Brashers-Krug2

Departments of 1 Biomedical Engineering and 2 Psychiatry and Behavioral Sciences, The Johns Hopkins University, Baltimore, Maryland 21205-2195

Previous research has demonstrated that the primate CNS has the ability to learn and store multiple and conflicting visuo-motor maps. Here we studied the ability of human subjects to learn to make reaching movements while interacting with one of two conflicting mechanical environments as produced by a robotic manipulandum. We demonstrate that two motor maps may be learned and retained, but only if the training sessions in the tasks are separated by an interval of ~5 hr. If the interval is shorter, learning of the second map begins with an internal model appropriate for the first task and performance in the second task is significantly impaired. Analysis of the after-effects suggests that with a short temporal distance, learning of the second task leads to an unlearning of the internal model for the first. With the longer temporal distance, learning of the second task starts with an unbiased internal model, and performance approaches that of naives. Furthermore, the memory of the consolidated skill lasts for at least 5 months after training. These results argue for a distinct change in the state of resistance of motor memory (to disruption) within a few hours after acquisition. We suggest that motor practice results in memories that have at least two functional components: soon after completion of practice, one component fades while another is strengthened. A further experiment suggests that the hypothetical first stage is not merely a gateway to long-term memory, but also temporary storage for items of information, whether new or old, for use in the near-term. Our results raise the possibility that there are distinct neuronal mechanisms for representation of the two functional stages of motor memory.

Key words: motor learning; motor memory; consolidation; short-term memory; long-term memory; reaching movements; internal models; virtual environments; motor control




This article has been cited by other articles:


Home page
Journal of Research in Music EducationHome page
C. D. Cash
Effects of Early and Late Rest Intervals on Performance and Overnight Consolidation of a Keyboard Sequence
Journal of Research in Music Education, October 1, 2009; 57(3): 252 - 266.
[Abstract] [PDF]


Home page
J. Neurophysiol.Home page
N. Cothros, J. Wong, and P. L. Gribble
Visual Cues Signaling Object Grasp Reduce Interference in Motor Learning
J Neurophysiol, October 1, 2009; 102(4): 2112 - 2120.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. Darainy, A. A. G. Mattar, and D. J. Ostry
Effects of Human Arm Impedance on Dynamics Learning and Generalization
J Neurophysiol, June 1, 2009; 101(6): 3158 - 3168.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
W. M. Joiner and M. A. Smith
Long-Term Retention Explained by a Model of Short-Term Learning in the Adaptive Control of Reaching
J Neurophysiol, November 1, 2008; 100(5): 2948 - 2955.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
S. E. Criscimagna-Hemminger and R. Shadmehr
Consolidation Patterns of Human Motor Memory
J. Neurosci., September 24, 2008; 28(39): 9610 - 9618.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
N. Zach, D. Inbar, Y. Grinvald, H. Bergman, and E. Vaadia
Emergence of Novel Representations in Primary Motor Cortex and Premotor Neurons during Associative Learning
J. Neurosci., September 17, 2008; 28(38): 9545 - 9556.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
J. Kluzik, J. Diedrichsen, R. Shadmehr, and A. J. Bastian
Reach Adaptation: What Determines Whether We Learn an Internal Model of the Tool or Adapt the Model of Our Arm?
J Neurophysiol, September 1, 2008; 100(3): 1455 - 1464.
[Abstract] [Full Text] [PDF]


Home page
Cereb CortexHome page
J Duque, R Mazzocchio, K Stefan, F Hummel, E Olivier, and L. G. Cohen
Memory Formation in the Motor Cortex Ipsilateral to a Training Hand
Cereb Cortex, June 1, 2008; 18(6): 1395 - 1406.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M.-S. Rioult-Pedotti, J. P. Donoghue, and A. Dunaevsky
Plasticity of the Synaptic Modification Range
J Neurophysiol, December 1, 2007; 98(6): 3688 - 3695.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
K. A. Thoroughman, W. Wang, and D. N. Tomov
Influence of Viscous Loads on Motor Planning
J Neurophysiol, August 1, 2007; 98(2): 870 - 877.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
J. L. Emken, R. Benitez, A. Sideris, J. E. Bobrow, and D. J. Reinkensmeyer
Motor Adaptation as a Greedy Optimization of Error and Effort
J Neurophysiol, June 1, 2007; 97(6): 3997 - 4006.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
A. A. G. Mattar and D. J. Ostry
Neural Averaging in Motor Learning
J Neurophysiol, January 1, 2007; 97(1): 220 - 228.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
R. Gupta and J. Ashe
Lack of Adaptation to Random Conflicting Force Fields of Variable Magnitude
J Neurophysiol, January 1, 2007; 97(1): 738 - 745.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
A. G. Richardson, S. A. Overduin, A. Valero-Cabre, C. Padoa-Schioppa, A. Pascual-Leone, E. Bizzi, and D. Z. Press
Disruption of Primary Motor Cortex before Learning Impairs Memory of Movement Dynamics
J. Neurosci., November 29, 2006; 26(48): 12466 - 12470.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
S. A. Overduin, A. G. Richardson, C. E. Lane, E. Bizzi, and D. Z. Press
Intermittent Practice Facilitates Stable Motor Memories.
J. Neurosci., November 15, 2006; 26(46): 11888 - 11892.
[Abstract] [Full Text] [PDF]


Home page
Cereb CortexHome page
H. Chen, S. E. Hua, M. A. Smith, F. A. Lenz, and R. Shadmehr
Effects of Human Cerebellar Thalamus Disruption on Adaptive Control of Reaching
Cereb Cortex, October 1, 2006; 16(10): 1462 - 1473.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
T. E. Milner and M. R. Hinder
Position Information But Not Force Information Is Used in Adapting to Changes in Environmental Dynamics
J Neurophysiol, August 1, 2006; 96(2): 526 - 534.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. S. Fine and K. A. Thoroughman
Motor Adaptation to Single Force Pulses: Sensitive to Direction but Insensitive to Within-Movement Pulse Placement and Magnitude
J Neurophysiol, August 1, 2006; 96(2): 710 - 720.
[Abstract] [Full Text] [PDF]


Home page
NeuroscientistHome page
E. M. Robertson and D. A. Cohen
Understanding Consolidation through the Architecture of Memories
Neuroscientist, June 1, 2006; 12(3): 261 - 271.
[Abstract] [PDF]


Home page
J. Neurophysiol.Home page
T. Bhatt, E. Wang, and Y.-C. Pai
Retention of Adaptive Control Over Varying Intervals: Prevention of Slip- Induced Backward Balance Loss During Gait
J Neurophysiol, May 1, 2006; 95(5): 2913 - 2922.
[Abstract] [Full Text] [PDF]


Home page
Cereb CortexHome page
K. Stefan, M. Wycislo, R. Gentner, A. Schramm, M. Naumann, K. Reiners, and J. Classen
Temporary Occlusion of Associative Motor Cortical Plasticity by Prior Dynamic Motor Training
Cereb Cortex, March 1, 2006; 16(3): 376 - 385.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
V. S. Chib, J. L. Patton, K. M. Lynch, and F. A. Mussa-Ivaldi
Haptic Identification of Surfaces as Fields of Force
J Neurophysiol, February 1, 2006; 95(2): 1068 - 1077.
[Abstract] [Full Text] [PDF]


Home page
J. Appl. Physiol.Home page
C. D. Takahashi, D. Nemet, C. M. Rose-Gottron, J. K. Larson, D. M. Cooper, and D. J. Reinkensmeyer
Effect of muscle fatigue on internal model formation and retention during reaching with the arm
J Appl Physiol, February 1, 2006; 100(2): 695 - 706.
[Abstract] [Full Text] [PDF]


Home page
Journal of Research in Music EducationHome page
A. L. Simmons and R. A. Duke
Effects of Sleep on Performance of a Keyboard Melody
Journal of Research in Music Education, January 1, 2006; 54(3): 257 - 269.
[Abstract] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
A. R. Seitz, N. Yamagishi, B. Werner, N. Goda, M. Kawato, and T. Watanabe
Task-specific disruption of perceptual learning
PNAS, October 11, 2005; 102(41): 14895 - 14900.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
K. A. Thoroughman and J. A. Taylor
Rapid Reshaping of Human Motor Generalization
J. Neurosci., September 28, 2005; 25(39): 8948 - 8953.
[Abstract] [Full Text] [PDF]


Home page
Learn. Mem.Home page
N. Alahyane and D. Pelisson
Long-lasting modifications of saccadic eye movements following adaptation induced in the double-step target paradigm
Learn. Mem., July 1, 2005; 12(4): 433 - 443.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
P. R. Davidson, D. M. Wolpert, S. H. Scott, and J. R. Flanagan
Common Encoding of Novel Dynamic Loads Applied to the Hand and Arm
J. Neurosci., June 1, 2005; 25(22): 5425 - 5429.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. A. Smith and R. Shadmehr
Intact Ability to Learn Internal Models of Arm Dynamics in Huntington's Disease But Not Cerebellar Degeneration
J Neurophysiol, May 1, 2005; 93(5): 2809 - 2821.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
V. Della-Maggiore and A. R. McIntosh
Time Course of Changes in Brain Activity and Functional Connectivity Associated With Long-Term Adaptation to a Rotational Transformation
J Neurophysiol, April 1, 2005; 93(4): 2254 - 2262.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. Zago, G. Bosco, V. Maffei, M. Iosa, Y. P. Ivanenko, and F. Lacquaniti
Fast Adaptation of the Internal Model of Gravity for Manual Interceptions: Evidence for Event-Dependent Learning
J Neurophysiol, February 1, 2005; 93(2): 1055 - 1068.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
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]


Home page
J. Neurosci.Home page
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]


Home page
BrainHome page
S. Cavaco, S. W. Anderson, J. S. Allen, A. Castro-Caldas, and H. Damasio
The scope of preserved procedural memory in amnesia
Brain, August 1, 2004; 127(8): 1853 - 1867.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
C. M. Butefisch, V. Khurana, L. Kopylev, and L. G. Cohen
Enhancing Encoding of a Motor Memory in the Primary Motor Cortex By Cortical Stimulation
J Neurophysiol, May 1, 2004; 91(5): 2110 - 2116.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
T. Nanayakkara and R. Shadmehr
Saccade Adaptation in Response to Altered Arm Dynamics
J Neurophysiol, December 1, 2003; 90(6): 4016 - 4021.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
M. Korman, N. Raz, T. Flash, and A. Karni
Multiple shifts in the representation of a motor sequence during the acquisition of skilled performance
PNAS, October 14, 2003; 100(21): 12492 - 12497.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
O. Donchin, J. T. Francis, and R. Shadmehr
Quantifying Generalization from Trial-by-Trial Behavior of Adaptive Systems that Learn with Basis Functions: Theory and Experiments in Human Motor Control
J. Neurosci., October 8, 2003; 23(27): 9032 - 9045.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
N. W. Seeds, M. E. Basham, and J. E. Ferguson
Absence of Tissue Plasminogen Activator Gene or Activity Impairs Mouse Cerebellar Motor Learning
J. Neurosci., August 13, 2003; 23(19): 7368 - 7375.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
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]


Home page
J. Neurophysiol.Home page
N. I. Krouchev and J. F. Kalaska
Context-Dependent Anticipation of Different Task Dynamics: Rapid Recall of Appropriate Motor Skills Using Visual Cues
J Neurophysiol, February 1, 2003; 89(2): 1165 - 1175.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
M. Flanders, J. M. Hondzinski, J. F. Soechting, and J. C. Jackson
Using Arm Configuration to Learn the Effects of Gyroscopes and Other Devices
J Neurophysiol, January 1, 2003; 89(1): 450 - 459.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
S. E. Criscimagna-Hemminger, O. Donchin, M. S. Gazzaniga, and R. Shadmehr
Learned Dynamics of Reaching Movements Generalize From Dominant to Nondominant Arm
J Neurophysiol, January 1, 2003; 89(1): 168 - 176.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
O. Donchin, L. Sawaki, G. Madupu, L. G. Cohen, and R. Shadmehr
Mechanisms Influencing Acquisition and Recall of Motor Memories
J Neurophysiol, October 1, 2002; 88(4): 2114 - 2123.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
S. Fischer, M. Hallschmid, A. L. Elsner, and J. Born
Sleep forms memory for finger skills
PNAS, September 3, 2002; 99(18): 11987 - 11991.
[Abstract] [Full Text] [PDF]


Home page
Learn. Mem.Home page
K. M. Goedert and D. B. Willingham
Patterns of Interference in Sequence Learning and Prism Adaptation Inconsistent With the Consolidation Hypothesis
Learn. Mem., September 1, 2002; 9(5): 279 - 292.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
G. Ariff, O. Donchin, T. Nanayakkara, and R. Shadmehr
A Real-Time State Predictor in Motor Control: Study of Saccadic Eye Movements during Unseen Reaching Movements
J. Neurosci., September 1, 2002; 22(17): 7721 - 7729.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
J. B. Dingwell, C. D. Mah, and F. A. Mussa-Ivaldi
Manipulating Objects With Internal Degrees of Freedom: Evidence for Model-Based Control
J Neurophysiol, July 1, 2002; 88(1): 222 - 235.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
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]


Home page
ScienceHome page
P. Maquet
The Role of Sleep in Learning and Memory
Science, November 2, 2001; 294(5544): 1048 - 1052.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
R. A. Scheidt, J. B. Dingwell, and F. A. Mussa-Ivaldi
Learning to Move Amid Uncertainty
J Neurophysiol, August 1, 2001; 86(2): 971 - 985.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
M. S. Brainard and A. J. Doupe
Postlearning Consolidation of Birdsong: Stabilizing Effects of Age and Anterior Forebrain Lesions
J. Neurosci., April 1, 2001; 21(7): 2501 - 2517.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
J. R. Flanagan and S. Lolley
The Inertial Anisotropy of the Arm Is Accurately Predicted during Movement Planning
J. Neurosci., February 15, 2001; 21(4): 1361 - 1369.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
D. M. Clower and D. Boussaoud
Selective Use of Perceptual Recalibration Versus Visuomotor Skill Acquisition
J Neurophysiol, November 1, 2000; 84(5): 2703 - 2708.
[Abstract] [Full Text] [PDF]


Home page
ScienceHome page
M.-S. Rioult-Pedotti, D. Friedman, and J. P. Donoghue
Learning-Induced LTP in Neocortex
Science, October 20, 2000; 290(5491): 533 - 536.
[Abstract] [Full Text]


Home page
J. Neurosci.Home page
R. Shadmehr and Z. M. K. Moussavi
Spatial Generalization from Learning Dynamics of Reaching Movements
J. Neurosci., October 15, 2000; 20(20): 7807 - 7815.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
R. A. Scheidt, D. J. Reinkensmeyer, M. A. Conditt, W. Z. Rymer, and F. A. Mussa-Ivaldi
Persistence of Motor Adaptation During Constrained, Multi-Joint, Arm Movements
J Neurophysiol, August 1, 2000; 84(2): 853 - 862.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
R. A. Scheidt and W. Z. Rymer
Control Strategies for the Transition From Multijoint to Single-Joint Arm Movements Studied Using a Simple Mechanical Constraint
J Neurophysiol, January 1, 2000; 83(1): 1 - 12.
[Abstract] [Full Text] [PDF]


Home page
J. Neurosci.Home page
K. A. Thoroughman and R. Shadmehr
Electromyographic Correlates of Learning an Internal Model of Reaching Movements
J. Neurosci., October 1, 1999; 19(19): 8573 - 8588.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
M. A. Conditt and F. A. Mussa-Ivaldi
Central representation of time during motor learning
PNAS, September 28, 1999; 96(20): 11625 - 11630.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
K. Nakamura, K. Sakai, and O. Hikosaka
Neuronal Activity in Medial Frontal Cortex During Learning of Sequential Procedures
J Neurophysiol, November 1, 1998; 80(5): 2671 - 2687.
[Abstract] [Full Text] [PDF]


Home page
J. Neurophysiol.Home page
R. Shadmehr, J. Brandt, and S. Corkin
Time-Dependent Motor Memory Processes in Amnesic Subjects
J Neurophysiol, September 1, 1998; 80(3): 1590 - 1597.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
A. Karni, G. Meyer, C. Rey-Hipolito, P. Jezzard, M. M. Adams, R. Turner, and L. G. Ungerleider
The acquisition of skilled motor performance: Fast and slow experience-driven changes in primary motor cortex
PNAS, February 3, 1998; 95(3): 861 - 868.
[Abstract] [Full Text] [PDF]


Home page
ScienceHome page
R. Shadmehr and H. H. Holcomb
Neural Correlates of Motor Memory Consolidation
Science, August 8, 1997; 277(5327): 821 - 825.
[Abstract] [Full Text]


Home page
J. Neurosci.Home page
J. R. Flanagan, E. Nakano, H. Imamizu, R. Osu, T. Yoshioka, and M. Kawato
Composition and Decomposition of Internal Models in Motor Learning under Altered Kinematic and Dynamic Environments
J. Neurosci., October 15, 1999; 19(20): RC34 - RC34.
[Abstract] [Full Text] [PDF]



-
-

Home  |   Search  |   Archive  |   Subscribe  |   Contact  |   Help

-
Copyright 2009 by Society for Neuroscience ONLINE ISSN: 1529-2401
-