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Punishment sensitivity modulates the processing of negative feedback but not error-induced learning

机译:惩罚敏感性可调节负反馈的处理但不能调节错误导致的学习

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摘要

Accumulating evidence suggests that individual differences in punishment and reward sensitivity are associated with functional alterations in neural systems underlying error and feedback processing. In particular, individuals highly sensitive to punishment have been found to be characterized by larger mediofrontal error signals as reflected in the error negativity/error-related negativity (Ne/ERN) and the feedback-related negativity (FRN). By contrast, reward sensitivity has been shown to relate to the error positivity (Pe). Given that Ne/ERN, FRN, and Pe have been functionally linked to flexible behavioral adaptation, the aim of the present research was to examine how these electrophysiological reflections of error and feedback processing vary as a function of punishment and reward sensitivity during reinforcement learning. We applied a probabilistic learning task that involved three different conditions of feedback validity (100%, 80%, and 50%). In contrast to prior studies using response competition tasks, we did not find reliable correlations between punishment sensitivity and the Ne/ERN. Instead, higher punishment sensitivity predicted larger FRN amplitudes, irrespective of feedback validity. Moreover, higher reward sensitivity was associated with a larger Pe. However, only reward sensitivity was related to better overall learning performance and higher post-error accuracy, whereas highly punishment sensitive participants showed impaired learning performance, suggesting that larger negative feedback-related error signals were not beneficial for learning or even reflected maladaptive information processing in these individuals. Thus, although our findings indicate that individual differences in reward and punishment sensitivity are related to electrophysiological correlates of error and feedback processing, we found less evidence for influences of these personality characteristics on the relation between performance monitoring and feedback-based learning.
机译:越来越多的证据表明,惩罚和奖励敏感性方面的个体差异与错误和反馈处理背后的神经系统功能改变有关。特别地,已经发现对惩罚高度敏感的个体的特征在于较大的中额额线误差信号,这反映在误差负/误差相关负(Ne / ERN)和反馈相关负(FRN)中。相比之下,奖励敏感度已显示出与错误积极性(Pe)有关。鉴于Ne / ERN,FRN和Pe在功能上已与灵活的行为适应相关联,因此本研究的目的是研究错误和反馈处理的这些电生理学反射如何随着强化学习过程中的惩罚和奖励敏感性而变化。我们应用了一种概率学习任务,涉及三种不同的反馈有效性条件(100%,80%和50%)。与先前使用响应竞争任务的研究相比,我们没有发现惩罚敏感性与Ne / ERN之间存在可靠的相关性。取而代之的是,较高的惩罚敏感性可预测较大的FRN幅度,而与反馈的有效性无关。此外,更高的奖励敏感性与更大的Pe有关。但是,只有奖赏敏感性与更好的整体学习性能和更高的错误后准确性有关,而高度惩罚敏感的参与者则显示学习能力受损,这表明较大的与负反馈相关的错误信号不利于学习,甚至不能反映不良适应能力的信息处理。这些人。因此,尽管我们的发现表明奖励和惩罚敏感性的个体差异与错误和反馈处理的电生理相关性有关,但我们发现这些人格特征对绩效监控和基于反馈的学习之间关系的影响的证据较少。

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