Cited by 324Motor Control and AdaptationMemory and Neural MechanismsTactile and Sensory Interactions

Motor learning and consolidation: the case of visuomotor rotation

Open access
Krakauer, John W.·2009·Advances in Experimental Medicine and Biology

Abstract

Adaptation to visuomotor rotation is a particular form of motor learning distinct from force-field adaptation, sequence learning, and skill learning. Nevertheless, study of adaptation to visuomotor rotation has yielded a number of findings and principles that are likely of general importance to procedural learning and memory. First, rotation learning is implicit and appears to proceed through reduction in a visual prediction error generated by a forward model, such implicit adaptation occurs even when it is in conflict with an explicit task goal. Second, rotation learning is subject to different forms of interference: retrograde, anterograde through aftereffects, and contextual blocking of retrieval. Third, opposite rotations can be recalled within a short time interval without interference if implicit contextual cues (effector change) rather than explicit cues (color change) are used. Fourth, rotation learning consolidates both over time and with increased initial training (saturation learning).

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1007/978-0-387-77064-2_21

Cites

2 of 2 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Visuomotor adaptation of reaching movement is a form of implicit motor learning that relies on the updating of a forward model through sensory prediction error.

    “Visuomotor adaptation of reaching movement is a form of implicit motor learning that relies on the updating of a forward model through sensory prediction error (sPE).”

    From The Forward Model: A Unifying Theory for the Role of the Cerebellum in Motor Control and Sense of Agency (2021) · cites this paper as Krakauer, 2009

    The Abstract and Adaptation section describe visuomotor rotation learning as implicit and link adaptation to reducing visual prediction error generated by a forward model. They say this mechanism 'appears' to operate and 'suggests' a forward model; they do not establish as fact that adaptation relies on updating the model itself. (LLM, conf=0.82)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 31

  1. Anderson MC Bjork RA Bjork EL Remembering can cause forgetting: retrieval dynamics in long-term memory J Exp Psychol Learn Mem Cogn 1994 20 5 1063 87 7931095
  2. Brashers-Krug T Shadmehr R Bizzi E Consolidation in human motor memory Nature 1996 382 252 255 8717039
  3. Buch ER Young S Contreras-Vidal JL Visuomotor adaptation in normal aging Learn Mem 2003 10 1 55 63 12551964 PMC196655
  4. Caithness G Failure to consolidate the consolidation theory of learning for sensorimotor adaptation tasks J Neurosci 2004 24 40 8662 71 15470131 PMC6729970
  5. Cunningham HA Aiming Error Under Transformed Spatial Mappings Suggests a Structure for Visual-Motor Maps Journal of Experimental Psychology: Human Perception and Performance 1989 15 3 493 506 2527958
  6. Frensch PA Stadler M Frensch PA One concept, multiple meanings: on how to define the concept of implicit learning Handbook of implicit learning 1998 SAGE Publications Thousand Oaks, California 91320
  7. Ghez C Gazzaniga M Spatial Representations and Internal Models of Limb Dynamics in Motor Learning The New Cognitive Neurosciences 2 2000 The MIT Press Cambridge, Massachusetts 501 514
  8. Gordon J Ghilardi MF Ghez C Accuracy of planar reaching movements. I. Independence of direction and extent variability Exp Brain Res 1994 99 1 97 111 7925800
  9. Hauptmann B The predictive value of the leveling off of within session performance for procedural memory consolidation Brain Res Cogn Brain Res 2005 24 2 181 9 15993756
  10. Hinder MR The interference effects of non-rotated versus counter- rotated trials in visuomotor adaptation Exp Brain Res 2007 80 4 629 40 17588186
  11. Imamizu H Uno Y Kawato M Internal representations of the motor apparatus: implications from generalization in visuomotor learning J Exp Psychol Hum Percept Perform 1995 21 5 1174 98 7595246
  12. Kagerer FA Contreras-Vidal JL Stelmach GE Adaptation to gradual as compared with sudden visuo-motor distortions Exp Brain Res 1997 115 3 557 61 9262212
  13. Klassen J Tong C Flanagan JR Learning and recall of incremental kinematic and dynamic sensorimotor transformations Exp Brain Res 2005 164 2 250 9 15947919
  14. Krakauer JW Ghilardi MF Ghez C Independent learning of internal models for kinematic and dynamic control of reaching Nat Neurosci 1999 2 11 1026 31 10526344
  15. Krakauer JW Learning of visuomotor transformations for vectorial planning of reaching trajectories J Neurosci 2000 20 23 8916 24 11102502 PMC6773094
  16. Krakauer JW Generalization of motor learning depends on the history of prior action PLoS Biol Sep 2006 4 10 316 PMC1563496 16968135
  17. MacLeod MD Macrae CN Gone but not forgotten: the transient nature of retrieval-induced forgetting Psychol Sci 2001 12 2 148 52 11340924
  18. Mazzoni P Krakauer JW An implicit plan overrides an explicit strategy during visuo-motor adaptation J Neurosci 2006 26 14 3642 5 16597717 PMC6674132
  19. Miall RC Jenkinson N Kulkarni K Adaptation to rotated visual feedback: a re-examination of motor interference Exp Brain Res 2004 154 2 201 10 14608451
  20. Reber PJ Squire LR Parallel brain systems for learning with and without awareness Learn Mem 1994 1 4 217 29 10467599
  21. Reber PJ Squire LR Encapsulation of implicit and explicit memory in sequence learning J Cogn Neurosci 1998 10 2 248 63 9555110
  22. Robertson EM Pascual-Leone A Miall RC Current concepts in procedural consolidation Nat Rev Neurosci 2004 5 7 576 82 15208699
  23. Shadmehr R Brashers-Krug T Functional stages in the formation of human long-term motor memory J Neurosci 1997 17 1 409 419 8987766 PMC6793707
  24. Vindras P Viviani P Frames of reference and control parameters in visuomanual pointing Journal of experimental psychology 1998 24 1 23 9554097
  25. Walker MP Dissociable stages of human memory consolidation and reconsolidation Nature 2003 425 6958 616 20 14534587
  26. Wang J Sainburg RL Mechanisms underlying interlimb transfer of visuomotor rotations Exp Brain Res 2003 149 4 520 6 12677333 PMC3697093
  27. Wigmore V Tong C Flanagan JR Visuomotor rotations of varying size and direction compete for a single internal model in motor working memory J Exp Psychol Hum Percept Perform 2002 28 2 447 57 11999865
  28. Willingham DB Becoming aware of motor skill Trends Cogn Sci 2001 5 5 181 182 11323248
  29. Wixted JT The psychology and neuroscience of forgetting Annu Rev Psychol 2004 55 235 69 14744216
  30. Yin PB Kitazawa S Long-lasting aftereffects of prism adaptation in the monkey Exp Brain Res 2001 141 2 250 3 11713636
  31. Young LR Models for neurovestibular adaptation J Vestib Res 2003 13 4–6 297 307 15096673

Cited by

Sorted by citations

Authors
Krakauer, J. W.
Affiliations
Columbia University Irving Medical Center (US)
Corresponding author
Krakauer, John W.
Venue
Advances in Experimental Medicine and Biology
Publisher
Springer US
Published
2009
Volume
629
Pages
405-421
ISSN
0065-2598 (ISSN-L)
OpenAlex
W2120276579
Cited by
324
References
2
Citations by year
2026: 13 · 2025: 22 · 2024: 32 · 2023: 17 · 2022: 24 · 2021: 19 · 2020: 21 · 2019: 17 · 2018: 27 · 2017: 19 · 2016: 10 · 2015: 20 · 2014: 18 · 2013: 21 · 2012: 13
FWCI
15.41
Type
book chapter
Language
en
Open access
Locations
  • Advances in experimental medicine and biology (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • National Institutes of Health (7r01ns052804-05)
  • National Institute of Neurological Disorders and Stroke (R01NS-052804)
Topics
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Tactile and Sensory Interactions
Keywords
visuomotor rotation, motor learning, implicit learning, forward model, aftereffects, procedural memory
MeSH terms
Adaptation, Physiological, Humans, Learning, Models, Neurological, Models, Psychological, Motor Skills, Psychomotor Performance, Rotation, Visual Perception

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review