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

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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

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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…

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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

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Learning Arbitrary Visuomotor Associations: Temporal Dynamic of Brain Activity

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