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基于内部噪声变化的人类决策:一项 EEG 研究。

Human decision making based on variations in internal noise: an EEG study.

机构信息

Medical Research Council Institute of Hearing Research, Nottingham, United Kingdom.

出版信息

PLoS One. 2013 Jul 1;8(7):e68928. doi: 10.1371/journal.pone.0068928. Print 2013.

Abstract

Perceptual decision making is prone to errors, especially near threshold. Physiological, behavioural and modeling studies suggest this is due to the intrinsic or 'internal' noise in neural systems, which derives from a mixture of bottom-up and top-down sources. We show here that internal noise can form the basis of perceptual decision making when the external signal lacks the required information for the decision. We recorded electroencephalographic (EEG) activity in listeners attempting to discriminate between identical tones. Since the acoustic signal was constant, bottom-up and top-down influences were under experimental control. We found that early cortical responses to the identical stimuli varied in global field power and topography according to the perceptual decision made, and activity preceding stimulus presentation could predict both later activity and behavioural decision. Our results suggest that activity variations induced by internal noise of both sensory and cognitive origin are sufficient to drive discrimination judgments.

摘要

知觉决策容易出错,尤其是在接近阈限时。生理、行为和建模研究表明,这是由于神经系统中的内在或“内部”噪声所致,这种噪声源于来自于自下而上和自上而下的混合源。我们在这里表明,当外部信号缺乏决策所需的信息时,内部噪声可以成为知觉决策的基础。我们记录了听众在试图区分相同音调时的脑电图(EEG)活动。由于声信号是恒定的,因此自下而上和自上而下的影响受到实验控制。我们发现,对相同刺激的早期皮层反应的全局场强和地形图根据所做出的知觉决策而变化,并且刺激呈现前的活动可以预测后来的活动和行为决策。我们的结果表明,源自感觉和认知源的内部噪声引起的活动变化足以驱动辨别判断。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e37b/3698081/f2d2a6370338/pone.0068928.g001.jpg

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