ArticleFrontiers in neuroscience2018
Variable Neural Contributions to Explicit and Implicit Learning During Visuomotor Adaptation.
Article in Frontiers in neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- The Effect of Cerebellar Transcranial Direct Current Stimulation on Motor Learning: A Systematic Review of Randomized Controlled Trials.Frontiers in human neuroscience · 2019Pooled it
- Implicit Motor Learning Under Anodal or Cathodal tDCS During fMRI Induces Partially Distinct Network Responses.The European journal of neuroscience · 2025Trial
- Differences in high-definition transcranial direct current stimulation over the motor hotspot versus the premotor cortex on motor network excitability.Scientific reports · 2019Trial
- Automatic, But Not Autonomous: Implicit Adaptation Is Modulated by Goal-Directed Attentional Demands.eNeuro · 2026Article
- Meta-learning of human motor adaptation via the dorsal premotor cortex.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Investigating Cerebellar Modulation of Premovement Beta-Band Activity during Motor Adaptation.Brain sciences · 2023Article
- Mechanisms of sensorimotor adaptation in a hierarchical state feedback control model of speech.PLoS computational biology · 2023Article
- Absence of modulatory effects of 6Hz cerebellar transcranial alternating current stimulation on fear learning in men.Frontiers in human neuroscience · 2023Article
- Increased cognitive load in immersive virtual reality during visuomotor adaptation is associated with decreased long-term retention and context transfer.Journal of neuroengineering and rehabilitation · 2022Article
- Transcranial Direct-Current Stimulation Does Not Affect Implicit Sensorimotor Adaptation: A Randomized Sham-Controlled Trial.Brain sciences · 2022Article
- Mini-review: The Role of the Cerebellum in Visuomotor Adaptation.Cerebellum (London, England) · 2022Review
- Understanding implicit and explicit sensorimotor learning through neural dynamics.Frontiers in computational neuroscience · 2022Article
- No Impact of Cerebellar Anodal Transcranial Direct Current Stimulation at Three Different Timings on Motor Learning in a Sequential Finger-Tapping Task.Frontiers in human neuroscience · 2021Article
- Reciprocal intralimb transfer of skilled isometric force production.Journal of neurophysiology · 2019Article
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6 authors.
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Abstract
We routinely make fine motor adjustments to maintain optimal motor performance. These adaptations have been attributed to both implicit, error-based mechanisms, and explicit, strategy-based mechanisms. However, little is known about the neural basis of implicit vs. explicit learning. Here, we aimed to use anodal transcranial direct current stimulation (tDCS) to probe the relationship between different brain regions and learning mechanisms during a visuomotor adaptation task in humans. We hypothesized that anodal tDCS over the cerebellum (CB) should increase implicit learning while anodal tDCS over the dorsolateral prefrontal cortex (dlPFC), a region associated with higher-level cognition, should facilitate explicit learning. Using a horizontal visuomotor adaptation task that measures explicit/implicit contributions to learning (Taylor et al., 2014), we found that dlPFC stimulation significantly improved performance compared to the other groups, and weakly increased explicit learning. However, CB stimulation had no effects on either target error or implicit learning. Previous work showed variable CB stimulation effects only on a vertical visuomotor adaptation task (Jalali et al., 2017), so in Experiment 2, we conducted the same study using a vertical context to see if we could find effects of CB stimulation. We found only weak effects of CB stimulation on target error and implicit learning, and now the dlPFC effect did not replicate. To resolve this discrepancy, in Experiment 3, we examined the effect of context (vertical vs. horizontal) on implicit and explicit contributions and found that individuals performed significantly worse and used greater implicit learning in the vertical screen condition compared to the horizontal screen condition. Across all experiments, however, there was high inter-individual variability, with strong influences of a few individuals, suggesting that these effects are not consistent across individuals. Overall, this work provides preliminary support for the idea that different neural regions can be engaged to improve visuomotor adaptation, but shows that each region's effects are highly context-dependent and not clearly dissociable from one another. This holds implications especially in neurorehabilitation, where an intact neural region could be engaged to potentially compensate if another region is impaired. Future work should examine factors influencing interindividual variability during these processes.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.