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从眼动中解读执行/不执行决策

Decoding go/no-go decisions from eye movements.

作者信息

Fooken Jolande, Spering Miriam

机构信息

Department of Ophthalmology & Visual Sciences, University of British Columbia, Vancouver, Canada.

Graduate Program in Neuroscience, University of British Columbia, Vancouver, Canada.

出版信息

J Vis. 2019 Feb 1;19(2):5. doi: 10.1167/19.2.5.

Abstract

Neural activity in brain areas involved in the planning and execution of eye movements predicts the outcome of an upcoming perceptual decision. Many real-world decisions, such as whether to swing at a baseball pitch, are accompanied by characteristic eye-movement behavior. Here we ask whether human eye-movement kinematics can sensitively predict decision outcomes in a go/no-go task requiring rapid interceptive hand movements. Observers (n = 45) viewed a moving target that passed through or missed a designated strike box. Critically, the target disappeared briefly after launch, and observers had to predict the target's trajectory, withholding a hand movement if it missed (no-go) or intercepting inside the strike box (go). We found that go/no-go decisions were reflected in distinct eye-movement responses on a trial-by-trial basis: Eye-position error and targeting-saccade dynamics predicted decision outcome with 76% accuracy across conditions. Model prediction accuracy was related to observers' decision accuracy across different levels of task difficulty and sensory-signal strength. Our findings suggest that eye movements provide a sensitive and continuous readout of internal neural decision-making processes and reflect decision-task requirements in human observers.

摘要

参与眼球运动计划和执行的脑区中的神经活动能够预测即将到来的知觉决策的结果。许多现实世界中的决策,比如是否挥棒击打棒球,都伴随着特定的眼球运动行为。在此,我们探讨在一项需要快速进行拦截手部动作的“是/否”任务中,人类眼球运动的运动学特征是否能够灵敏地预测决策结果。观察者(n = 45)观看一个移动的目标,该目标穿过或未穿过指定的击球区。关键在于,目标在发射后会短暂消失,观察者必须预测目标的轨迹,如果目标未穿过(否)则不进行手部动作,如果目标在击球区内穿过(是)则进行拦截。我们发现,“是/否”决策在逐次试验的基础上通过不同的眼球运动反应得以体现:眼位误差和目标导向扫视动态在各种条件下以76%的准确率预测决策结果。模型预测准确率与观察者在不同任务难度和感觉信号强度水平下的决策准确率相关。我们的研究结果表明,眼球运动能够灵敏且持续地反映内部神经决策过程,并在人类观察者中体现决策任务的要求。

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