Variable Neural Contributions to Explicit and Implicit Learning During Visuomotor Adaptation

被引:24
作者
Liew, Sook-Lei [1 ,2 ]
Thompson, Tziporah [3 ]
Ramirez, Joel [3 ]
Butcher, Peter A. [4 ,5 ]
Taylor, Jordan A. [4 ,5 ]
Celnik, Pablo A. [3 ]
机构
[1] NINDS, NIH, Bldg 36,Rm 4D04, Bethesda, MD 20892 USA
[2] Univ Southern Calif, Dept Neuroogy, Div Biokinesiol & Phys Therapy, Div Occupat Sci & Occupat Therapy, Los Angeles, CA 90007 USA
[3] Johns Hopkins Univ, Sch Med, Dept Phys Med & Rehabil, Baltimore, MD USA
[4] Princeton Univ, Dept Psychol, Princeton, NJ 08544 USA
[5] Princeton Univ, Princeton Neurosci Inst, Princeton, NJ 08544 USA
来源
FRONTIERS IN NEUROSCIENCE | 2018年 / 12卷
基金
美国国家卫生研究院;
关键词
visuomotor adaptation-learning; tDCS; explicit learning; implicit learning; cerebellum; dorsolateral prefrontal cortex (DLPFC); context-dependent learning; DIRECT-CURRENT STIMULATION; DORSOLATERAL PREFRONTAL CORTEX; SENSORIMOTOR ADAPTATION; SENSORY PREDICTION; MOTOR CORTEX; CEREBELLAR DEGENERATION; BRAIN-STIMULATION; INTERNAL-MODELS; WORKING-MEMORY; OLDER-ADULTS;
D O I
10.3389/fnins.2018.00610
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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.
引用
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页数:18
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