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经颅直流电刺激对速度-准确性权衡及元认知决策的影响。

The influence of tDCS on the speed-accuracy tradeoff and metacognitive decision making.

作者信息

Sabio Joshua, Ballard Timothy, Filmer Hannah L, Dux Paul E

机构信息

School of Psychology, The University of Queensland, St Lucia, QLD, 4072, Australia.

出版信息

Neuropsychologia. 2025 May 3;211:109130. doi: 10.1016/j.neuropsychologia.2025.109130. Epub 2025 Mar 18.

Abstract

A fundamental tradeoff exists between speed and accuracy when performing a decision (speed-accuracy tradeoff, SAT). Metacognition allows for the adjustment, monitoring, and evaluation of one's own decisions and strategies. While these aspects of cognition are central to human behavioural performance, their respective causal neural underpinnings are not well understood. Here, we used transcranial direct current stimulation (tDCS) to investigate the causal roles of the prefrontal cortex (PFC), superior medial frontal cortex (SMFC), and posterior parietal cortex (PPC) in the SAT and metacognition. Subjects received active or sham tDCS before completing a perceptual task with explicit SAT cues and reported confidence in their decisions. We fit the linear ballistic accumulator model to behavioural data to extract latent decision variables and used confidence judgments to compute two common indices of metacognition: meta-d' and m-ratio. Stimulation influenced performance on the perceptual task but there was no meaningful evidence for an effect on metacognition. Specifically, PFC stimulation reduced subjects' response caution, especially when accuracy was emphasised; SMFC stimulation decreased response caution and increased the discriminability between choices; and PPC stimulation increased both response caution and discriminability. These results show that the impact of tDCS on the SAT critically depends on the frontoparietal region stimulated. In addition, there was little to no evidence of any effect of tDCS on metacognition, hinting at potential differences in the neural circuitry supporting aspects of object-level computation and meta-level processing. In sum, our findings provide further evidence that tDCS can alter decision making and strategic processes in the human brain.

摘要

在做出决策时,速度和准确性之间存在着一种基本的权衡(速度 - 准确性权衡,SAT)。元认知允许对自己的决策和策略进行调整、监控和评估。虽然认知的这些方面对于人类行为表现至关重要,但其各自的因果神经基础尚未得到很好的理解。在这里,我们使用经颅直流电刺激(tDCS)来研究前额叶皮层(PFC)、额内侧上回(SMFC)和顶叶后皮层(PPC)在SAT和元认知中的因果作用。在完成带有明确SAT提示的感知任务之前,受试者接受了主动或伪tDCS,并报告了他们对决策的信心。我们将线性弹道累加器模型拟合到行为数据中,以提取潜在的决策变量,并使用信心判断来计算两个常见的元认知指标:元d'和m比率。刺激影响了感知任务的表现,但没有有意义的证据表明对元认知有影响。具体而言,PFC刺激降低了受试者的反应谨慎程度,尤其是在强调准确性时;SMFC刺激降低了反应谨慎程度,并增加了选择之间的可辨别性;PPC刺激增加了反应谨慎程度和可辨别性。这些结果表明,tDCS对SAT的影响关键取决于所刺激的额顶叶区域。此外,几乎没有证据表明tDCS对元认知有任何影响,这暗示了支持对象级计算和元级处理方面的神经回路可能存在差异。总之,我们的研究结果进一步证明了tDCS可以改变人类大脑中的决策和战略过程。

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