Abstract
AbstractPeople are capable of rapid on-line improvements in performance when they are offered a reward. The neural mechanism by which this performance enhancement occurs remains unclear. We investigated this phenomenon by offering monetary reward to human participants, contingent on successful performance in a sequence production task. We found that people performed actions more quickly and accurately when they were offered large rewards. Increasing reward magnitude was associated with elevated activity throughout the brain prior to movement. Multivariate patterns of activity in these reward-responsive regions encoded information about the upcoming action. Follow-up analyses provided evidence that action decoding in pre-SMA and other motor planning areas was improved for large reward trials and successful action decoding was associated with improved performance. These results suggest that reward may enhance performance by enhancing neural representations of action used in motor planning.HighlightsReward enhances behavioral performance.Reward enhances action decoding in motor planning areas prior to movement.Enhanced action decoding coincides with improved behavioral performance.
Publisher
Cold Spring Harbor Laboratory
Reference83 articles.
1. Machine learning for neuroimaging with scikit-learn;Frontiers in neuroinformatics,2014
2. Rewards interact with explicit knowledge to enhance skilled motor performance;Journal of Neurophysiology,2020
3. Failure to Engage Spatial Working Memory Contributes to Age-related Declines in Visuomotor Learning
4. Responses to reward in monkey dorsal and ventral striatum
5. Structured Sparsity Models for Brain Decoding from fMRI data;2012 Second International Workshop on Pattern Recognition in NeuroImaging,2012
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