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在知觉判断任务中形成决策时的信心的神经相关物。

Neural correlates of confidence during decision formation in a perceptual judgment task.

机构信息

Melbourne School of Psychological Sciences, The University of Melbourne, Australia; Cognitive Neuroscience, Institute of Neuroscience and Medicine (INM-3), Research Centre Jülich, Germany; Department of Psychology, Faculty of Human Sciences, University of Cologne, Germany.

Melbourne School of Psychological Sciences, The University of Melbourne, Australia.

出版信息

Cortex. 2024 Apr;173:248-262. doi: 10.1016/j.cortex.2024.01.006. Epub 2024 Feb 9.

Abstract

When we make a decision, we also estimate the probability that our choice is correct or accurate. This probability estimate is termed our degree of decision confidence. Recent work has reported event-related potential (ERP) correlates of confidence both during decision formation (the centro-parietal positivity component; CPP) and after a decision has been made (the error positivity component; Pe). However, there are several measurement confounds that complicate the interpretation of these findings. More recent studies that overcome these issues have so far produced conflicting results. To better characterise the ERP correlates of confidence we presented participants with a comparative brightness judgment task while recording electroencephalography. Participants judged which of two flickering squares (varying in luminance over time) was brighter on average. Participants then gave confidence ratings ranging from "surely incorrect" to "surely correct". To elicit a range of confidence ratings we manipulated both the mean luminance difference between the brighter and darker squares (relative evidence) and the overall luminance of both squares (absolute evidence). We found larger CPP amplitudes in trials with higher confidence ratings. This association was not simply a by-product of differences in relative evidence (which covaries with confidence) across trials. We did not identify postdecisional ERP correlates of confidence, except when they were artificially produced by pre-response ERP baselines. These results provide further evidence for neural correlates of processes that inform confidence judgments during decision formation.

摘要

当我们做出决策时,我们也会估计我们的选择正确或准确的概率。这个概率估计被称为我们的决策置信度。最近的工作报告了与决策形成过程中(中央-顶叶正成分;CPP)和做出决策后(错误正成分;Pe)的置信度相关的事件相关电位(ERP)相关物。然而,有几个测量上的混淆因素使这些发现的解释变得复杂。到目前为止,克服了这些问题的更近的研究产生了相互矛盾的结果。为了更好地描述与置信度相关的 ERP 相关物,我们在记录脑电图的同时向参与者呈现了一个比较亮度判断任务。参与者判断两个闪烁方块(随时间变化亮度)中哪一个平均更亮。然后,参与者给出从“肯定不正确”到“肯定正确”的置信度评分。为了引出一系列的置信度评分,我们操纵了较亮和较暗方块之间的平均亮度差(相对证据)和两个方块的整体亮度(绝对证据)。我们发现,置信度评分较高的试验中 CPP 振幅较大。这种关联并不是简单地由试验之间的相对证据差异(与置信度共变)造成的。除了通过预反应 ERP 基线人为地产生时,我们没有发现决策后 ERP 与置信度相关的关联物。这些结果进一步提供了与决策形成过程中影响置信度判断的过程相关的神经关联物的证据。

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