Functional magnetic resonance imaging of cerebellar activation during the learning of a visuomotor dissociation task
Abstract
We have used functional magnetic resonance imaging (fMRI) to study the changes in cerebellar activation that occur during the acquisition of motor skill in human subjects presented with a new task. The standard paradigm consisted of a center-out movement in which subjects used a joystick to superimposed a cursor onto viusual targets. Two variations of this paradigm were introduced: (1) a learning paradigm, where the relationship between movement of the joystick and cursor was reversed, requiring the learning of a visuomotor transformation to optimize performance and (2) a random paradigm, where the joystick/cursor relationship was changed randomly for each trial. Activation in the cerebellum was highest during the random paradigm and during the early stages of the learning paradigm. In the early stages of learning and during the random paradigm performance was poor with a decrease in the number of completed movements, and an increase in the time and length of movements. With repeated practice at the learning paradigm performance improbed and reached the same level of proficiency as in the standard task. Commensurate with the improbement in performance was a decrease in cerebellar activation, that is, activation in the cerebellum changed in a parallel, but inverse relationship with performance. Linear regression analysis demonstarated that the inverse correlation between cerebellar activation and motor performance was significant. Repeated practice at the random paradigm did not produce improvements in performance and cerebellar activity remained high. The data support the hypothesis that the cerebellum is strongly activated when motor performance is inaccurate, consistent with a role for the cerebellum in the detection of, and correction for visuomotor errors.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Imaging studies demonstrate strong cerebellar activation by motor errors, both task performance errors and sensory prediction errors.
“Imaging studies also demonstrate strong cerebellar activation by motor errors, both task performance errors (Flament et al., 1996; Imamizu et al., 2000; Diedrichsen et al., 2005; Grafton et al., 2008) and sensory prediction errors (Schlerf et al., 2012).”
From Cerebellum, Predictions and Errors (2019) · cites this paper as Flament et al., 1996
Cites
Marr, D. (1969) · The Journal of Physiology · doi:10.1113/jphysiol.1969.sp008820 · Cited by 3,253 · see citing works
A theory of cerebellar function
Albus, J. S. (1971) · Mathematical Biosciences · doi:10.1016/0025-5564(71)90051-4 · Cited by 2,539 · see citing works
Functional anatomy of human procedural learning determined with regional cerebral blood flow and PET
Grafton, S., Mazziotta, J., Presty, S., Friston, K., Frackowiak, R., & Phelps, M. (1992) · The Journal of Neuroscience · doi:10.1523/jneurosci.12-07-02542.1992 · Cited by 607 · see citing works
Isaacs, K. R., Anderson, B. J., Alcantara, A. A., Black, J. E., & Greenough, W. T. (1992) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1038/jcbfm.1992.14 · Cited by 405 · see citing works
Seitz, R. J., & Roland, P. E. (1992) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.1992.tb00862.x · Cited by 321 · see citing works
Grafton, S. T., Woods, R. P., & Tyszka, M. (1994) · Human Brain Mapping · doi:10.1002/hbm.460010307 · Cited by 214 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Moeller, S., Yacoub, E., Olman, C. A., Auerbach, E., Strupp, J., Harel, N., & Uğurbil, K. (2010) · Magnetic Resonance in Medicine · doi:10.1002/mrm.22361 · Cited by 1,586 · see citing works
Self-citationHuman cerebellar activity reflecting an acquired internal model of a new tool
Imamizu, H., Miyauchi, S., Tamada, T., Sasaki, Y., Takino, R., Pütz, B., Yoshioka, T., & Kawato, M. (2000) · Nature · doi:10.1038/35003194 · Cited by 1,000 · see citing works
The DIVA model: A neural theory of speech acquisition and production
Tourville, J. A., & Guenther, F. H. (2011) · Language and Cognitive Processes · doi:10.1080/01690960903498424 · Cited by 748 · see citing works
Distinct basal ganglia territories are engaged in early and advanced motor sequence learning
Lehéricy, S., Benali, H., Van de Moortele, P.-F., Pélégrini-Issac, M., Waechter, T., Ugurbil, K., & Doyon, J. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0502762102 · Cited by 634 · see citing works
Sensorimotor mapping of the human cerebellum: fMRI evidence of somatotopic organization
Grodd, W., Hülsmann, E., Lotze, M., Wildgruber, D., & Erb, M. (2001) · Human Brain Mapping · doi:10.1002/hbm.1025 · Cited by 514 · see citing works
Maschke, M., Gomez, C. M., Ebner, T. J., & Konczak, J. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00557.2003 · Cited by 258 · see citing works
Self-citationCerebellum, Predictions and Errors
Popa, L. S., & Ebner, T. J. (2019) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2018.00524 · Cited by 191 · see citing works
Self-citationThe scope of preserved procedural memory in amnesia
Cavaco, S. (2004) · Brain · doi:10.1093/brain/awh208 · Cited by 95 · see citing works
Hewitt, A. L., Popa, L. S., Pasalar, S., Hendrix, C. M., & Ebner, T. J. (2011) · Journal of Neurophysiology · doi:10.1152/jn.00886.2010 · Cited by 90 · see citing works
Self-citation
- Authors
- Flament, D., Ellermann, J. M., Kim, S.-G., Uǧurbil, K., & Ebner, T. J.
- Affiliations
- University of Minnesota (US)
- Corresponding author
- Flament, Didier
- Venue
- Human Brain Mapping
- Publisher
- Wiley
- Published
- 1996
- Volume
- 4
- Issue
- 3
- Pages
- 210-226
- ISSN
- 1065-9471 (ISSN-L)
- OpenAlex
- W1998779497
- Cited by
- 140
- References
- 6
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 2 · 2023: 4 · 2022: 4 · 2021: 7 · 2020: 2 · 2019: 7 · 2017: 4 · 2016: 4 · 2015: 1 · 2014: 4 · 2013: 3 · 2012: 5
- FWCI
- 4.48
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Human Brain Mapping (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Life Sciences › Neuroscience › Neurology › Vestibular and auditory disorders
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- cerebellar activation, visuomotor transformation, motor skill learning, error correction, motor performance, practice effects, cerebellum
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