瞳孔相关的情绪和认知:一个计算模型

C. Balkenius, Christine Fawcett, T. Falck-Ytter, G. Gredebäck, B. Johansson
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引用次数: 6

摘要

除了控制进入视网膜的光线外,瞳孔还会对认知和情感过程做出反应。这使得使用瞳孔扩张作为认知努力和情绪唤醒的指标成为可能。我们展示了瞳孔扩张计算模型的扩展版本如何能够解释瞳孔传染效应,即观察者的瞳孔在看到另一个瞳孔扩张的人时会扩大。我们还展示了该模型如何在数学练习中再现认知努力的效果。此外,我们研究了该模型如何解释自闭症谱系障碍患者或有自闭症谱系障碍风险的个体的异常瞳孔反应的不同解释。报告的计算机模拟说明了大脑系统级模型在解决复杂的认知和情感现象方面的有用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pupillary Correlates of Emotion and Cognition: A Computational Model
In addition to controlling the influx of light to the retina, the pupil also reacts as a result of cognitive and emotional processing. This makes it possible to use pupil dilation as an index for cognitive effort and emotional arousal. We show how an extended version of a computational model of pupil dilation can account for pupillary contagion effects where the pupil of an observer dilates upon seeing another person with dilated pupils. We also show how the model can reproduce the effects of cognitive effort in a math exercise. Furthermore, we investigate how the model can account for different explanations for the abnormal pupil response seen in individuals with or at risk for autism spectrum disorder. The reported computer simulations illustrate the usefulness of system-level models of the brain in addressing complex cognitive and emotional phenomena.
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