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证据积累与知觉意识和监测有关。

Evidence accumulation relates to perceptual consciousness and monitoring.

机构信息

Laboratory of Cognitive Neuroscience, Center for Neuroprosthetics and Brain Mind Institute, Faculty of Life Sciences, Swiss Federal Institute of Technology (EPFL), Geneva, Switzerland.

University Grenoble Alpes, University Savoie Mont Blanc, CNRS, LPNC, Grenoble, France.

出版信息

Nat Commun. 2021 May 31;12(1):3261. doi: 10.1038/s41467-021-23540-y.

Abstract

A fundamental scientific question concerns the neural basis of perceptual consciousness and perceptual monitoring resulting from the processing of sensory events. Although recent studies identified neurons reflecting stimulus visibility, their functional role remains unknown. Here, we show that perceptual consciousness and monitoring involve evidence accumulation. We recorded single-neuron activity in a participant with a microelectrode in the posterior parietal cortex, while they detected vibrotactile stimuli around detection threshold and provided confidence estimates. We find that detected stimuli elicited neuronal responses resembling evidence accumulation during decision-making, irrespective of motor confounds or task demands. We generalize these findings in healthy volunteers using electroencephalography. Behavioral and neural responses are reproduced with a computational model considering a stimulus as detected if accumulated evidence reaches a bound, and confidence as the distance between maximal evidence and that bound. We conclude that gradual changes in neuronal dynamics during evidence accumulation relates to perceptual consciousness and perceptual monitoring in humans.

摘要

一个基本的科学问题涉及到感知意识和感知监测的神经基础,这些是由对感官事件的处理产生的。尽管最近的研究确定了反映刺激可见度的神经元,但它们的功能作用仍然未知。在这里,我们表明感知意识和监测涉及证据积累。我们在一名参与者的后顶叶皮层中用微电极记录了单个神经元的活动,当他们在检测阈值附近检测到振动触觉刺激并提供置信度估计时。我们发现,无论是否存在运动混淆或任务要求,被检测到的刺激都会引发类似于决策过程中证据积累的神经元反应。我们使用脑电图在健康志愿者中推广了这些发现。使用考虑到如果累积证据达到一个界限,则将刺激视为被检测到,并且置信度为最大证据与该界限之间的距离的计算模型,可以再现行为和神经反应。我们的结论是,在证据积累过程中神经元动力学的逐渐变化与人类的感知意识和感知监测有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7472/8166835/469640976c48/41467_2021_23540_Fig1_HTML.jpg

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