Cited by 210Motor Control and AdaptationNeural and Behavioral Psychology StudiesMemory and Neural Mechanisms

The DOI matches its Crossref record; 48 of the 48 references it cites were found in a registry or an index.

Learning Arbitrary Visuomotor Associations: Temporal Dynamic of Brain Activity

Toni, Ivan, Ramnani, Narender, Josephs, Oliver, Ashburner, John, Passingham, Richard E.·2001·NeuroImage

DOI 10.1006/nimg.2001.0894

Open this paper in CoChat — free account

Abstract

Primates can give behavioral responses on the basis of arbitrary, context-dependent rules. When sensory instructions and behavioral responses are associated by arbitrary rules, these rules need to be learned. This study investigates the temporal dynamics of functional segregation at the basis of visuomotor associative learning in humans, isolating specific learning-related changes in neurovascular activity across the whole brain. We have used fMRI to measure human brain activity during performance of two tasks requiring the association of visual patterns with motor responses. Both tasks were learned by trial and error, either before (visuomotor control) or during (visuomotor learning) the scanning session. Epochs of tasks performance ( approximately 30 s) were alternated with a baseline period over the whole scanning session ( approximately 50 min). We have assessed both linear and nonlinear modulations in the differential signal between tasks, independently from overall task differences. The performance indices of the visuomotor learning task smoothly converged onto the values of a steady-state control condition, according to nonlinear timecourses. Specific visuomotor learning-related activity has been found over a distributed cortical network, centred on a temporo-prefrontal circuit. These cortical time-modulated activities were supported early in learning by the hippocampal/parahippocampal complex, and late in learning by the basal ganglia system. These findings suggest th…

Integrity signals

Registry

Crossref · 10.1006/nimg.2001.0894

Cites

48 of 48 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

This paper’s full text isn’t openly available, so its claims and self-check weren’t run. The registry and citation checks still apply.

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?

The Visual Brain in Action
Milner, A. D., & Goodale, M. A. (2002) · The MIT Press eBooks · doi:10.7551/mitpress/7111.003.0023 · Cited by 3,345
Object vision and spatial vision: Two cortical pathways
Mishkin, M., Ungerleider, L. G., & Macko, K. A. (1983) · Trends in Neurosciences · doi:10.1016/0166-2236(83)90190-x · Cited by 2,947
Synaptic Plasticity and Memory: An Evaluation of the Hypothesis
Martin, S. J., Grimwood, P. D., & Morris, R. G. M. (2000) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.23.1.649 · Cited by 2,794
The Nervous System
Taussig, M. (1991) · Routledge eBooks · doi:10.4324/9780203397244 · Cited by 2,403
Dimensional overlap: cognitive basis for stimulus-response compatibility-a model and taxonomy
Kornblum, S., Hasbroucq, T., & Osman, A. (1990) · Psychological Review · doi:10.1037/0033-295x.97.2.253 · Cited by 1,970
Plasticity and Primary Motor Cortex
Sanes, J. N., & Donoghue, J. P. (2000) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.23.1.393 · Cited by 1,202
Dorsolateral prefrontal cortex: comparative cytoarchitectonic analysis in the human and the macaque brain and corticocortical connection patterns
Petrides, M., & Pandya, D. N. (1999) · European Journal of Neuroscience · doi:10.1046/j.1460-9568.1999.00518.x · Cited by 1,068
Conceptual Processing during the Conscious Resting State: A Functional MRI Study
Binder, J. R., Frost, J. A., Hammeke, T. A., Bellgowan, P. S. F., Rao, S. M., & Cox, R. W. (1999) · Journal of Cognitive Neuroscience · doi:10.1162/089892999563265 · Cited by 1,066
Memory consolidation and the medial temporal lobe: a simple network model.
Alvarez, P., & Squire, L. R. (1994) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.91.15.7041 · Cited by 1,054
The Frontal Lobes and Voluntary Action
Passingham, R. (1993) · doi:10.1093/oso/9780198521853.001.0001 · Cited by 970
Self-citation

Flagged first, then by citations

Show all 47 references

Sorted by citations

Inhibition and the right inferior frontal cortex: one decade on
Aron, A. R., Robbins, T. W., & Poldrack, R. A. (2014) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2013.12.003 · Cited by 2,166
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
Three-dimensional locations and boundaries of motor and premotor cortices as defined by functional brain imaging: A meta-analysis
Mayka, M. A., Corcos, D. M., Leurgans, S. E., & Vaillancourt, D. E. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.02.004 · Cited by 731
Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping
Goebel, R., Roebroeck, A. F., Kim, D., & Formisano, E. (2003) · Magnetic Resonance Imaging · doi:10.1016/j.mri.2003.08.026 · Cited by 678
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
An fMRI Study of the Role of the Medial Temporal Lobe in Implicit and Explicit Sequence Learning
Schendan, H. E., Searl, M. M., Melrose, R. J., & Stern, C. E. (2003) · Neuron · doi:10.1016/s0896-6273(03)00123-5 · Cited by 610
The Neural Basis of the Psychomotor Vigilance Task
Drummond, S. P. A., Bischoff‐Grethe, A., Dinges, D. F., Ayalon, L., Mednick, S. C., & Meloy, M. J. (2005) · SLEEP · doi:10.1093/sleep/28.9.1059 · Cited by 504
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
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
How we use rules to select actions: A review of evidence from cognitive neuroscience
Bunge, S. A. (2004) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.4.4.564 · Cited by 456
The Roles of the Caudate Nucleus in Human Classification Learning
Seger, C. A., & Cincotta, C. M. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.3401-04.2005 · Cited by 403
Functional neuroimaging correlates of finger-tapping task variations: An ALE meta-analysis
Witt, S. T., Laird, A. R., & Meyerand, M. E. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.04.025 · Cited by 428
An analysis of rat prefrontal cortex in mediating executive function
Kesner, R. P., & Churchwell, J. C. (2011) · Neurobiology of Learning and Memory · doi:10.1016/j.nlm.2011.07.002 · Cited by 365
Neural Evidence for Dissociable Components of Task-switching
Crone, E. A., Wendelken, C., Donohue, S. E., & Bunge, S. A. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhi127 · Cited by 368
Neural Circuits Subserving the Retrieval and Maintenance of Abstract Rules
Bunge, S. A., Kahn, I., Wallis, J. D., Miller, E. K., & Wagner, A. D. (2003) · Journal of Neurophysiology · doi:10.1152/jn.00910.2002 · Cited by 361
Functionally Specific Reorganization in Human Premotor Cortex
O’Shea, J., Johansen‐Berg, H., Trief, D., Göbel, S. M., & Rushworth, M. F. S. (2007) · Neuron · doi:10.1016/j.neuron.2007.04.021 · Cited by 300
Functional–anatomical concepts of human premotor cortex: evidence from fMRI and PET studies
Schubotz, R. I., & von Cramon, D. Y. (2003) · NeuroImage · doi:10.1016/j.neuroimage.2003.09.014 · Cited by 281
Motor functions of the Broca’s region
Binkofski, F., & Buccino, G. (2003) · Brain and Language · doi:10.1016/s0093-934x(03)00358-4 · Cited by 285
Tracking the emergence of conceptual knowledge during human decision making
Kumaran, D., Summerfield, J. J., Hassabis, D., & Maguire, E. A. (2009) · Neuron · doi:10.1016/j.neuron.2009.07.030 · Cited by 260
Neural correlates of cognitive fatigue in multiple sclerosis using functional MRI
DeLuca, J., Genova, H. M., Hillary, F. G., & Wylie, G. R. (2008) · Journal of the Neurological Sciences · doi:10.1016/j.jns.2008.01.018 · Cited by 264
Changes in brain activation during the acquisition of a new bimanual coordination task
Debaere, F., Wenderoth, N., Sunaert, S. G., Hecke, P. V., & Swinnen, S. P. (2004) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2003.12.010 · Cited by 250
No double-dissociation between optic ataxia and visual agnosia: Multiple sub-streams for multiple visuo-manual integrations
Laure Pisella, A., Binkofski, F., Lasek, K., Toni, I., & Rossetti, Y. (2006) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2006.03.027 · Cited by 242
Self-citation
A framework for understanding the relationship between externally and internally directed cognition
Dixon, M. L., Fox, K. C. R., & Kalina Christoff, A. (2014) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2014.05.024 · Cited by 238
Dynamics of Frontal, Striatal, and Hippocampal Systems during Rule Learning
Seger, C. A. (2005) · Cerebral Cortex · doi:10.1093/cercor/bhj092 · Cited by 232
Frontal Networks for Learning and Executing Arbitrary Stimulus-Response Associations
Boettiger, C. A., & D’Esposito, M. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.3697-04.2005 · Cited by 211
Contrasting network and modular perspectives on inhibitory control
Hampshire, A., & Sharp, D. J. (2015) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2015.06.006 · Cited by 221
Differential Involvement of Parietal and Precentral Regions in Movement Preparation and Motor Intention
Thoenissen, D., Zilles, K., & Toni, I. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-20-09024.2002 · Cited by 209
Self-citation
Magnetic Resonance–Compatible Robotic and Mechatronics Systems for Image-Guided Interventions and Rehabilitation: A Review Study
Tsekos, N. V., Khanicheh, A., Christoforou, E. G., & Mavroidis, C. (2007) · Annual Review of Biomedical Engineering · doi:10.1146/annurev.bioeng.9.121806.160642 · Cited by 202
Motor Learning with Augmented Feedback: Modality-Dependent Behavioral and Neural Consequences
Ronsse, R., Puttemans, V., Coxon, J. P., Goble, D. J., Wagemans, J., Wenderoth, N., & Swinnen, S. P. (2011) · Cerebral Cortex · doi:10.1093/cercor/bhq209 · Cited by 193
Relationship between the corticostriatal terminals from areas 9 and 46, and those from area 8A, dorsal and rostral premotor cortex and area 24c: an anatomical substrate for cognition to action
Calzavara, R., Mailly, P., & Haber, S. N. (2007) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2007.05825.x · Cited by 170
Comparison of learning‐related neuronal activity in the dorsal premotor cortex and striatum
Brasted, P. J., & Wise, S. P. (2004) · European Journal of Neuroscience · doi:10.1111/j.0953-816x.2003.03181.x · Cited by 171
The nucleus accumbens as a nexus between values and goals in goal-directed behavior: a review and a new hypothesis
Mannella, F., Gurney, K., & Baldassarre, G. (2013) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2013.00135 · Cited by 166
The neural control of bimanual movements in the elderly: Brain regions exhibiting age-related increases in activity, frequency-induced neural modulation, and task-specific compensatory recruitment
Goble, D. J., Coxon, J. P., Van Impe, A., De Vos, J., Wenderoth, N., & Swinnen, S. P. (2010) · Human Brain Mapping · doi:10.1002/hbm.20943 · Cited by 164
Changes of Cortico-striatal Effective Connectivity during Visuomotor Learning
Toni, I. (2002) · Cerebral Cortex · doi:10.1093/cercor/12.10.1040 · Cited by 163
Self-citation
Cerebellar contributions to working memory
Hayter, A., Langdon, D. W., & Ramnani, N. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.03.011 · Cited by 159
Self-citation
The lateral prefrontal cortex and complex value-based learning and decision making
Dixon, M. L., & Kalina Christoff, A. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2014.04.011 · Cited by 167
A functional MRI study of the influence of practice on component processes of working memory
Landau, S. M., Schumacher, E. H., Garavan, H., Druzgal, T. J., & D’Esposito, M. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.01.003 · Cited by 153
Functional specificity of human premotor–motor cortical interactions during action selection
O’Shea, J., Sebastian, C. L., Boorman, E. D., Johansen‐Berg, H., & Rushworth, M. F. S. (2007) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2007.05795.x · Cited by 151
Cerebellum and Cognition: Evidence for the Encoding of Higher Order Rules
Balsters, J. H., Whelan, C. D., Robertson, I. H., & Ramnani, N. (2012) · Cerebral Cortex · doi:10.1093/cercor/bhs127 · Cited by 152
Self-citation
Neural Substrates of Contextual Interference during Motor Learning Support a Model of Active Preparation
Cross, E. S., Schmitt, P. J., & Grafton, S. T. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.11.1854 · Cited by 146
Neural dynamics of error processing in medial frontal cortex
Mars, R. B., COLES, M. G. H., Grol, M. J., Holroyd, C. B., Nieuwenhuis, S., Hulstijn, W., & Toni, I. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.06.041 · Cited by 150
Self-citation
Domain-general subregions of the medial prefrontal cortex contribute to recovery of language after stroke
Geranmayeh, F., Chau, T. W., Wise, R. G., Leech, R., & Hampshire, A. (2017) · Brain · doi:10.1093/brain/awx134 · Cited by 151
On the neural control of social emotional behavior
Karin Roelofs, A., Minelli, A., Mars, R. B., van Peer, J. M., & Toni, I. (2008) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsn036 · Cited by 145
Self-citation
Differential roles of caudate nucleus and putamen during instrumental learning
Brovelli, A., Nazarian, B., Meunier, M., & Boussaoud, D. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.05.059 · Cited by 147
Neural Evidence for Representation-Specific Response Selection
Schumacher, E. H., Elston, P. A., & D’Esposito, M. (2003) · Journal of Cognitive Neuroscience · doi:10.1162/089892903322598085 · Cited by 137
Rapid Formation of Pragmatic Rule Representations in the Human Brain during Instruction-Based Learning
Ruge, H., & Wolfensteller, U. (2009) · Cerebral Cortex · doi:10.1093/cercor/bhp228 · Cited by 131
Functional Magnetic Resonance Imaging Activity during the Gradual Acquisition and Expression of Paired-Associate Memory
Law, J. R. (2005) · Journal of Neuroscience · doi:10.1523/jneurosci.4935-04.2005 · Cited by 130
Cerebral Changes during Performance of Overlearned Arbitrary Visuomotor Associations
Grol, M. J., de Lange, F. P., Verstraten, F. A. J., Passingham, R. E., & Toni, I. (2006) · Journal of Neuroscience · doi:10.1523/jneurosci.2786-05.2006 · Cited by 117
Self-citation
Fast and slow transitions in frontal ensemble activity during flexible sensorimotor behavior
Siniscalchi, M. J., Phoumthipphavong, V., Ali, F., Lozano, M., & Kwan, A. C. (2016) · Nature Neuroscience · doi:10.1038/nn.4342 · Cited by 112
Neocortical mechanisms in motor learning
Sanes, J. N. (2003) · Current Opinion in Neurobiology · doi:10.1016/s0959-4388(03)00046-1 · Cited by 101
Multiple Movement Representations in the Human Brain: An Event-Related fMRI Study
Toni, I., Shah, N. J., Fink, G. R., Thoenissen, D., Passingham, R. E., & Zilles, K. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/08989290260138663 · Cited by 99
Self-citation
Contrasting the Dorsal and Ventral Visual Systems: Guidance of Movement versus Decision Making
Passingham, R. E., & Toni, I. (2001) · NeuroImage · doi:10.1006/nimg.2001.0836 · Cited by 101
Self-citation
Selective activation of the superior frontal gyrus in task-switching: An event-related fNIRS study
Cutini, S., Scatturin, P., Menon, E., Bisiacchi, P. S., Gamberini, L., Zorzi, M., & Dell’Acqua, R. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.05.013 · Cited by 102
The basal ganglia: anatomy, physiology, and pharmacology
Tisch, S. H., Silberstein, P., Limousin, P. D., & Jahanshahi, M. (2004) · Psychiatric Clinics of North America · doi:10.1016/j.psc.2004.06.004 · Cited by 96
Parallel contributions of distinct human memory systems during probabilistic learning
Dickerson, K. C., Li, J., & Delgado, M. R. (2010) · NeuroImage · doi:10.1016/j.neuroimage.2010.10.080 · Cited by 95
Neural implementation of response selection in humans as revealed by localized effects of stimulus–response compatibility on brain activation
Schumacher, E. H., & D'Esposito, M. (2002) · Human Brain Mapping · doi:10.1002/hbm.10063 · Cited by 90
The implementation of verbal instructions: An fMRI study
Hartstra, E., Kühn, S., Verguts, T., & Braß, M. (2010) · Human Brain Mapping · doi:10.1002/hbm.21152 · Cited by 94
Dissociation between melodic and rhythmic processing during piano performance from musical scores
Bengtsson, S., & Ullén, F. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.09.019 · Cited by 88
The prefrontal cortex: from monkey to man
Lévy, R. (2023) · Brain · doi:10.1093/brain/awad389 · Cited by 88
Bottom-Up and Top-Down Visuomotor Responses to Action Observation
Ubaldi, S., Barchiesi, G., & Cattaneo, L. (2013) · Cerebral Cortex · doi:10.1093/cercor/bht295 · Cited by 81
Human Brain Regions Involved in Visual Categorization
Vogels, R., Sáry, G., Dupont, P. J., & Orban, G. A. (2002) · NeuroImage · doi:10.1006/nimg.2002.1109 · Cited by 78
Experience-Dependent Activation Patterns in Human Brain during Visual-Motor Associative Learning
Eliassen, J. C., Souza, T., & Sanes, J. N. (2003) · Journal of Neuroscience · doi:10.1523/jneurosci.23-33-10540.2003 · Cited by 78
Dual-task interference during initial learning of a new motor task results from competition for the same brain areas
Rémy, F., Wenderoth, N., Lipkens, K., & Swinnen, S. P. (2010) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2010.04.026 · Cited by 77
Task Errors Drive Memories That Improve Sensorimotor Adaptation
Leow, L., Marinovic, W., de Rugy, A., & Carroll, T. J. (2020) · Journal of Neuroscience · doi:10.1523/jneurosci.1506-19.2020 · Cited by 74
Neural basis of sensorimotor learning: modifying internal models
Lalazar, H., & Vaadia, E. (2008) · Current Opinion in Neurobiology · doi:10.1016/j.conb.2008.11.003 · Cited by 84
Organisation of executive functions: Hemispheric asymmetries
Vallesi, A. (2012) · Journal of Cognitive Psychology · doi:10.1080/20445911.2012.678992 · Cited by 77
Perceptual Classification in a Rapidly Changing Environment
Summerfield, C., Behrens, T. E. J., & Koechlin, É. (2011) · Neuron · doi:10.1016/j.neuron.2011.06.022 · Cited by 76
Understanding the Neural Computations of Arbitrary Visuomotor Learning through fMRI and Associative Learning Theory
Brovelli, A., Laksiri, N., Nazarian, B., Meunier, M., & Boussaoud, D. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhm198 · Cited by 78
Cerebral Localization of Functions and the Neurology of Language: Fact versus Fiction or Is It Something Else?
Ross, E. D. (2010) · The Neuroscientist · doi:10.1177/1073858409349899 · Cited by 73
Don't think of a white bear: An fMRI investigation of the effects of sequential instructional sets on cortical activity in a task‐switching paradigm
Wylie, G. R., Javitt, D. C., & Foxe, J. J. (2004) · Human Brain Mapping · doi:10.1002/hbm.20003 · Cited by 68
Distinct neural systems underlie learning visuomotor and spatial representations of motor skills
Parsons, M. W., Harrington, D. L., & Rao, S. M. (2004) · Human Brain Mapping · doi:10.1002/hbm.20084 · Cited by 66
Stimulating Multiple-Demand Cortex Enhances Vocabulary Learning
Sliwinska, M. W., Violante, I. R., Wise, R. G., Leech, R., Devlin, J. T., Geranmayeh, F., & Hampshire, A. (2017) · Journal of Neuroscience · doi:10.1523/jneurosci.3857-16.2017 · Cited by 62
Retrieving rules for behavior from long-term memory
Donohue, S. E., Wendelken, C., Crone, E. A., & Bunge, S. A. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.03.019 · Cited by 64
Symbolic representations of action in the human cerebellum
Balsters, J. H., & Ramnani, N. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.07.010 · Cited by 65
Self-citation
The influence of feedback valence in associative learning
Bischoff‐Grethe, A., Hazeltine, E., Bergren, L. J., Ivry, R. B., & Grafton, S. T. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.08.038 · Cited by 64
Action Comprehension: Deriving Spatial and Functional Relations.
Bach, P., Knoblich, G., Gunter, T. C., Friederici, A. D., & Prinz, W. (2005) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.31.3.465 · Cited by 66
Neural mechanisms for learning actions in context
Luu, P., Tucker, D. M., & Stripling, R. M. (2007) · Brain Research · doi:10.1016/j.brainres.2007.03.092 · Cited by 56
Dynamic gray matter changes within cortex and striatum after short motor skill training are associated with their increased functional interaction
Hamzei, F., Glauche, V., Schwarzwald, R., & May, A. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2011.10.089 · Cited by 56
Relative cortico-subcortical shift in brain activity but preserved training-induced neural modulation in older adults during bimanual motor learning
Monteiro, T. S., Beets, I. A. M., Boisgontier, M. P., Gooijers, J., Pauwels, L., Chalavi, S., King, B. R., Albouy, G., & Swinnen, S. P. (2017) · Neurobiology of Aging · doi:10.1016/j.neurobiolaging.2017.06.004 · Cited by 54
Prefrontal mechanisms combining rewards and beliefs in human decision-making
Rouault, M., Drugowitsch, J., & Koechlin, É. (2019) · Nature Communications · doi:10.1038/s41467-018-08121-w · Cited by 61
Functional contributions and interactions between the human hippocampus and subregions of the striatum during arbitrary associative learning and memory
Mattfeld, A. T., & Stark, C. E. L. (2015) · Hippocampus · doi:10.1002/hipo.22411 · Cited by 53
Addiction History Associates with the Propensity to Form Habits
McKim, T. H., Bauer, D. J., & Boettiger, C. A. (2016) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00953 · Cited by 53
Neural Substrates of Practice Structure That Support Future Off-Line Learning
Wymbs, N. F., & Grafton, S. T. (2009) · Journal of Neurophysiology · doi:10.1152/jn.00315.2009 · Cited by 54
Conditional visuo-motor learning in primates: a key role for the basal ganglia
Hadj‐Bouziane, F., Meunier, M., & Boussaoud, D. (2003) · Journal of Physiology-Paris · doi:10.1016/j.jphysparis.2004.01.014 · Cited by 49
Response selection versus feedback analysis in conditional visuo-motor learning
Amiez, C., Hadj‐Bouziane, F., & Petrides, M. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.10.058 · Cited by 50
Comparison of Associative Learning-Related Signals in the Macaque Perirhinal Cortex and Hippocampus
Yanike, M., Wirth, S., Smith, A. C., Brown, E. N., & SUZUKI, W. A. (2008) · Cerebral Cortex · doi:10.1093/cercor/bhn156 · Cited by 51
Vicarious Neural Processing of Outcomes during Observational Learning
Monfardini, E., Gazzola, V., Boussaoud, D., Brovelli, A., Keysers, C., & Wicker, B. (2013) · PLoS ONE · doi:10.1371/journal.pone.0073879 · Cited by 61
Striatal and Medial Temporal Lobe Functional Interactions during Visuomotor Associative Learning
Mattfeld, A. T., & Stark, C. E. L. (2010) · Cerebral Cortex · doi:10.1093/cercor/bhq144 · Cited by 49
Individuals with schizophrenia present hypo- and hyperactivation during implicit cueing in an inhibitory task
Arce, E., Leland, D. S., Miller, D. A., Simmons, A. N., Winternheimer, K. C., & Paulus, M. P. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2006.04.189 · Cited by 50
Insights Into Seeing and Grasping: Distinguishing the Neural Correlates of Perception and Action
Lebedev, M., & Wise, S. P. (2002) · Behavioral and Cognitive Neuroscience Reviews · doi:10.1177/1534582302001002002 · Cited by 47
Impaired associative learning in schizophrenia: behavioral and computational studies
Diwadkar, V. A., Flaugher, B., Jones, T., Zalányi, L., Ujfalussy, B. B., Keshavan, M. S., & Érdi, P. (2008) · Cognitive Neurodynamics · doi:10.1007/s11571-008-9054-0 · Cited by 50
Chapter 19 Associative learning signals in the brain
SUZUKI, W. A. (2008) · Progress in brain research · doi:10.1016/s0079-6123(07)00019-2 · Cited by 47
Resting-state functional connectivity in multiple sclerosis: An examination of group differences and individual differences
Janssen, A. L., Boster, A. L., Patterson, B. A., Abduljalil, A., & Prakash, R. S. (2013) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2013.08.010 · Cited by 50
Cortico‐basal ganglia pathways are essential for the recall of well–established visuomotor associations
Nixon, P. D., McDonald, K. R., GOUGH, P. M., Alexander, I. H., & Passingham, R. E. (2004) · European Journal of Neuroscience · doi:10.1111/j.1460-9568.2004.03788.x · Cited by 46
Self-citation
Comparison of population activity in the dorsal premotor cortex and putamen during the learning of arbitrary visuomotor mappings
Buch, E. R., Brasted, P. J., & Wise, S. P. (2005) · Experimental Brain Research · doi:10.1007/s00221-005-0130-y · Cited by 45
Role of Broca's Area in Implicit Motor Skill Learning: Evidence from Continuous Theta-burst Magnetic Stimulation
Clerget, E., Poncin, W., Fadiga, L., & Olivier, E. (2011) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_a_00108 · Cited by 46
Converging evidence of ERD/ERS and BOLD responses in motor control research
Jäncke, L., Lutz, K., & Koeneke, S. (2006) · Progress in brain research · doi:10.1016/s0079-6123(06)59018-1 · Cited by 46
Neuronal activity in the monkey striatum during conditional visuomotor learning
Hadj‐Bouziane, F., & Boussaoud, D. (2003) · Experimental Brain Research · doi:10.1007/s00221-003-1592-4 · Cited by 46
Uncovering a Context-Specific Connectional Fingerprint of Human Dorsal Premotor Cortex
Moisa, M., Siebner, H. R., Pohmann, R., & Thielscher, A. (2012) · Journal of Neuroscience · doi:10.1523/jneurosci.2757-11.2012 · Cited by 45
FMRI evidence of a functional network setting the criteria for withholding a response
Vallesi, A., Mcintosh, A. R., Alexander, M., & Stuss, D. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2008.12.032 · Cited by 49

Authors: Toni, I., Ramnani, N., Josephs, O., Ashburner, J., & Passingham, R. E.
Affiliations: Forschungszentrum Jülich (DE)
National Hospital for Neurology and Neurosurgery (GB)
University of Oxford (GB)
ORCID: Toni, Ivan
Ramnani, Narender
Ashburner, John
Venue: NeuroImage
Publisher: Elsevier BV
Published: 2001-11
Volume: 14
Issue: 5
Pages: 1048-1057
ISSN: 1053-8119 (ISSN-L)
DOI: 10.1006/nimg.2001.0894
OpenAlex: W2080027002
Cited by: 210
References: 47
Citations by year: 2026: 1 · 2025: 6 · 2024: 2 · 2023: 3 · 2022: 7 · 2021: 3 · 2020: 4 · 2019: 6 · 2018: 5 · 2017: 10 · 2016: 6 · 2015: 8 · 2014: 7 · 2013: 9 · 2012: 7
FWCI: 6.45
Type: journal article
Language: en
Open access: closed
Licence: www.elsevier.com/tdm/userlicense/1.0/ (tdm)
www.elsevier.com/legal/tdmrep-license (tdm)
Locations: NeuroImage (publishedVersion)
PubMed (publishedVersion)
UCL Discovery (University College London) (submittedVersion)
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: visuomotor learning, temporal dynamics of brain activity, functional segregation, trial-and-error learning, basal ganglia, inferior temporal cortex, ventral prefrontal cortex
MeSH terms: Adult, Association Learning, Basal Ganglia, Brain, Brain Mapping, Cerebral Cortex, Dominance, Cerebral, Female, Hippocampus, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Nerve Net, Neural Pathways, Pattern Recognition, Visual, Psychomotor Performance, Imaging, Three-Dimensional

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

Learning Arbitrary Visuomotor Associations: Temporal Dynamic of Brain Activity

Abstract

Overview

Integrity signals

Verification

Claims the paper makes

Claims other papers make about this one

Citations

Cites

Cited by

Related

Metadata

Record

About these checks