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首页> 外文期刊>Nature Communications >Confidence controls perceptual evidence accumulation
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Confidence controls perceptual evidence accumulation

机译:信心控制感知证据积累

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摘要

Perceptual decisions are accompanied by feelings of confidence that reflect the likelihood that the decision was correct. Here we aim to clarify the relationship between perception and confidence by studying the same perceptual task across three different confidence contexts. Human observers were asked to categorize the source of sequentially presented visual stimuli. Each additional stimulus provided evidence for making more accurate perceptual decisions, and better confidence judgements. We show that observers' ability to set appropriate evidence accumulation bounds for perceptual decisions is strongly predictive of their ability to make accurate confidence judgements. When observers were not permitted to control their exposure to evidence, they imposed covert bounds on their perceptual decisions but not on their confidence decisions. This partial dissociation between decision processes is reflected in behaviour and pupil dilation. Together, these findings suggest a confidence-regulated accumulation-to-bound process that controls perceptual decision-making even in the absence of explicit speed-accuracy trade-offs.
机译:感知决定伴随着信心的感受,反映了决定是正确的可能性。在这里,我们的目标是通过在三种不同的信心环境中研究同样的感知任务来阐明感知和信心之间的关系。要求人类观察者分类依次呈现的视觉刺激来源。每个额外的刺激提供了更准确的感知决策,以及更好的信任判断。我们展示了观察者对感知决定的适当证据积累界的能力强烈预测他们准确信任判断的能力。当观察者不允许控制其对证据的暴露时,他们对其感知决定的暗示界限施加了暗示的界限,而不是他们的信任决定。决策过程之间的这种部分解剖反映在行为和瞳孔扩张中。这些研究结果共同建议了一个置信度累积的累积过程,即使在没有明确的速度准确性权衡的情况下也能控制感知决策。

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