Attention and stimulus characteristics determine the locus of motor-sequence encoding. A PET study
Abstract
PET revealed the effects of stimulus characteristics on the neural substrate of motor learning. Right-handed subjects performed a serial reaction time task with colour-coded stimuli to eliminate the potential for learned eye-movements. The task was performed with the right hand under two different conditions. In one condition, subjects simultaneously performed a distractor task. Although they did show behavioural evidence of learning, they were not explicitly aware of the stimulus-response sequence. In the second condition, there was no distractor task, and seven out of the 11 subjects then became explicitly aware of the stimulus sequence. Metabolic correlates of learning were distinct in the two conditions. When learning was implicit under dual-task conditions, learning-related changes were observed in left motor and supplementary motor cortex as well as in the putamen. These regions are similar to those observed in a previous study in which the stimuli were cued by spatial position. Under single-task conditions, metabolic changes were found in the right prefrontal cortex and premotor cortex, as well as in the temporal lobe. A similar shift to the right hemisphere was observed in the spatial study during single-task learning. However, explicit learning of the task with colour stimuli activated more ventral regions. The areas supporting motor-sequence learning are contingent on both stimulus properties and attentional constraints.
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?
Depending on the task, neuroimaging studies have reported a general decrease in cortical activity, increases in cortical activity, or a more complex redistribution where activity increases in some areas and decreases in others during practice.
“Depending on the task, some studies have reported a general decrease in cortical activity [52–55], a few have reported increases [56–59], and some have reported a more complex redistribution where activity increases in some areas and decreases in others [60–62].”
From Cortical and basal ganglia contributions to habit learning and automaticity (2010) · cites this paper as [57]
Extended training of a motor skill leads to increased rather than decreased task-related activation of the sensorimotor cortex.
“For instance, extended training of a motor skill leads to increased rather than decreased task-related activation of the sensorimotor cortex [56–58, 64–65], and extended training (e.g., for two years) induces learning-related changes in task-related activity of neurons in primary motor cortex [4].”
From Cortical and basal ganglia contributions to habit learning and automaticity (2010) · cites this paper as [57]
Cites
The assessment and analysis of handedness: The Edinburgh inventory
Oldfield, R. C. (1971) · Neuropsychologia · doi:10.1016/0028-3932(71)90067-4 · Cited by 35,900 · see citing works
Priming and Human Memory Systems
Tulving, E., & Schacter, D. L. (1990) · Science · doi:10.1126/science.2296719 · Cited by 2,595 · see citing works
Rapid Automated Algorithm for Aligning and Reslicing PET Images
Woods, R. P., Cherry, S. R., & Mazziotta, J. C. (1992) · Journal of Computer Assisted Tomography · doi:10.1097/00004728-199207000-00024 · Cited by 1,932 · see citing works
Halsband, U., Ito, N., Tanji, J., & Freund, H. (1993) · Brain · doi:10.1093/brain/116.1.243 · Cited by 549 · see citing works
Functional properties of monkey caudate neurons. I. Activities related to saccadic eye movements
Hikosaka, O., Sakamoto, M., & Usui, S. (1989) · Journal of Neurophysiology · doi:10.1152/jn.1989.61.4.780 · Cited by 533 · see citing works
What Are the Memory Systems of 1994?
(1994) · The MIT Press eBooks · doi:10.7551/mitpress/4545.003.0002 · Cited by 422 · see citing works
Functional role of the prefrontal cortex in retrieval of memories: a PET study
Kapur, S., Craik, F. I. M., Jones, C., Brown, G. M., Houle, S., & Tulving, E. (1995) · Neuroreport · doi:10.1097/00001756-199510020-00014 · Cited by 295 · 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
On the Modularity of Sequence Representation
Keele, S. W., Jennings, P. J., Jones, S. K., Caulton, D. A., & Cohen, A. (1995) · Journal of Motor Behavior · doi:10.1080/00222895.1995.9941696 · Cited by 208 · see citing works
Implicit knowledge: new perspectives on unconscious processes.
Schacter, D. L. (1992) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.89.23.11113 · Cited by 119 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Imaging Cognition II: An Empirical Review of 275 PET and fMRI Studies
Cabeza, R., & Nyberg, L. (2000) · Journal of Cognitive Neuroscience · doi:10.1162/08989290051137585 · Cited by 3,598 · see citing works
Neuroplasticity Subserving Motor Skill Learning
Dayan, E., & Cohen, L. G. (2011) · Neuron · doi:10.1016/j.neuron.2011.10.008 · Cited by 1,408 · see citing works
ALE meta-analysis of action observation and imitation in the human brain
Caspers, S., Zilles, K., Laird, A. R., & Eickhoff, S. B. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2009.12.112 · Cited by 1,386 · see citing works
Nitsche, M. A., Schauenburg, A., Lang, N., Liebetanz, D., Exner, C., Paulus, W., & Tergau, F. (2003) · Journal of Cognitive Neuroscience · doi:10.1162/089892903321662994 · Cited by 1,032 · see citing works
Human Functional Neuroimaging of Brain Changes Associated with Practice
Kelly, A. M. C., & Garavan, H. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhi005 · Cited by 752 · 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
The Neural Correlates of Motor Skill Automaticity
Poldrack, R. A., Sabb, F. W., Foerde, K., Tom, S. M., Asarnow, R. F., Bookheimer, S. Y., & Knowlton, B. J. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.3880-04.2005 · Cited by 594 · see citing works
Postuma, R. B., & Dagher, A. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhj088 · Cited by 579 · see citing works
Cortical and basal ganglia contributions to habit learning and automaticity
Ashby, F. G., Turner, B. O., & Horvitz, J. C. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.02.001 · Cited by 481 · see citing works
Dissociable contributions of prefrontal and parietal cortices to response selection
Bunge, S. A., Hazeltine, E., Scanlon, M. D., Rosen, A. C., & Gabrieli, J. D. E. (2002) · NeuroImage · doi:10.1006/nimg.2002.1252 · Cited by 468 · see citing works
Self-citationAwareness Modifies the Skill-Learning Benefits of Sleep
Robertson, E. M., Pascual-Leone, A., & Press, D. Z. (2004) · Current Biology · doi:10.1016/j.cub.2004.01.027 · Cited by 450 · see citing works
Distinguishable brain activation networks for short- and long-term motor skill learning
Floyer-Lea, A., & Matthews, P. M. (2005) · Journal of Neurophysiology · doi:10.1152/jn.00717.2004 · Cited by 422 · see citing works
Casey, B. J., Thomas, K. M., Welsh, T. F., Badgaiyan, R. D., Eccard, C. H., Jennings, J. R., & Crone, E. A. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.15.8728 · Cited by 389 · see citing works
A Comparison of Visual and Auditory Motion Processing in Human Cerebral Cortex
Lewis, J. W. (2000) · Cerebral Cortex · doi:10.1093/cercor/10.9.873 · Cited by 381 · see citing works
Dynamic cortical involvement in implicit and explicit motor sequence learning. A PET study
Honda, M. (1998) · Brain · doi:10.1093/brain/121.11.2159 · Cited by 370 · see citing works
How self-initiated memorized movements become automatic: A functional MRI study
Wu, T., Kansaku, K., & Hallett, M. (2004) · Journal of Neurophysiology · doi:10.1152/jn.01052.2003 · Cited by 286 · see citing works
The neural correlates of conscious experience: an experimental framework
Frith, C., Perry, R., & Lumer, E. (1999) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(99)01281-4 · Cited by 250 · see citing works
The neural basis of visual skill learning: an fMRI study of mirror reading
Poldrack, R. (1998) · Cerebral Cortex · doi:10.1093/cercor/8.1.1 · Cited by 224 · see citing works
Cerebellar contributions to visuomotor adaptation and motor sequence learning: an ALE meta-analysis
Bernard, J. A., & Seidler, R. D. (2013) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2013.00027 · Cited by 122 · see citing works
Attention influences the excitability of cortical motor areas in healthy humans
Conte, A., Gilio, F., Iezzi, E., Frasca, V., Inghilleri, M., & Berardelli, A. (2007) · Experimental Brain Research · doi:10.1007/s00221-007-0975-3 · Cited by 118 · see citing works
Attention to action and awareness of other minds
Frith, C. (2002) · Consciousness and Cognition · doi:10.1016/s1053-8100(02)00022-3 · Cited by 110 · see citing works
Abnormal activity patterns in premotor cortex during sequence learning in autistic patients
Müller, R.-A., Cauich, C., Rubio, M. A., Mizuno, A., & Courchesne, E. (2004) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.06.007 · Cited by 101 · see citing works
The Role of Medial Temporal Lobe Structures in Implicit Learning
Rose, M., Haider, H., Weiller, C., & Büchel, C. (2002) · Neuron · doi:10.1016/s0896-6273(02)01105-4 · Cited by 99 · see citing works
The scope of preserved procedural memory in amnesia
Cavaco, S. (2004) · Brain · doi:10.1093/brain/awh208 · Cited by 95 · see citing works
Turner, R. S., McCairn, K., Simmons, D., & Bar-Gad, I. (2005) · The Basal Ganglia VIII · doi:10.1007/0-387-28066-9_54 · Cited by 9 · see citing works
- Authors
- Hazeltine, E.
- Affiliations
- University of California, Berkeley (US)
- Corresponding author
- Hazeltine, E
- ORCID
- Hazeltine, E
- Venue
- Brain
- Publisher
- Oxford University Press (OUP)
- Published
- 1997-01-01
- Volume
- 120
- Issue
- 1
- Pages
- 123-140
- ISSN
- 0006-8950 (ISSN-L)
- 1460-2156
- OpenAlex
- W2123757678
- Cited by
- 459
- References
- 10
- Citations by year
- 2026: 1 · 2025: 5 · 2024: 6 · 2023: 9 · 2022: 5 · 2021: 7 · 2020: 6 · 2019: 14 · 2018: 9 · 2017: 16 · 2016: 15 · 2015: 18 · 2014: 12 · 2013: 20 · 2012: 12
- FWCI
- 11.21
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Brain (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health (5k08ns001568-04)
- National Institute of Neurological Disorders and Stroke (NS 01568, NS-30256, NS 33504, R01NS033504)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Motor Control and Adaptation
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Keywords
- motor sequence learning, serial reaction time task, implicit learning, explicit learning, attention, distractor task, supplementary motor area, prefrontal cortex, premotor cortex, putamen, hemispheric lateralization, stimulus characteristics
- MeSH terms
- Adult, Attention, Female, Humans, Learning, Male, Motor Activity, Motor Cortex, Psychomotor Performance, Reaction Time, Regional Blood Flow, Tomography, Emission-Computed
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