Department of Biomedical Engineering, Columbia University, New York City, New York, United States.
J Neurophysiol. 2023 Dec 1;130(6):1541-1551. doi: 10.1152/jn.00309.2022. Epub 2023 Nov 15.
Perceptual decision-making is a dynamic cognitive process and is shaped by many factors, including behavioral state, reward contingency, and sensory environment. To understand the extent to which adaptive behavior in decision-making is dependent on pupil-linked arousal, we trained head-fixed rats to perform perceptual decision-making tasks and systematically manipulated the probability of Go and No-go stimuli while simultaneously measuring their pupil size in the tasks. Our data demonstrated that the animals adaptively modified their behavior in response to the changes in the sensory environment. The response probability to both Go and No-go stimuli decreased as the probability of the Go stimulus being presented decreased. Analyses within the signal detection theory framework showed that while the animals' perceptual sensitivity was invariant, their decision criterion increased as the probability of the Go stimulus decreased. Simulation results indicated that the adaptive increase in the decision criterion will increase possible water rewards during the task. Moreover, the adaptive decision-making is dependent on pupil-linked arousal as the increase in the decision criterion was the largest during low pupil-linked arousal periods. Taken together, our results demonstrated that the rats were able to adjust their decision-making to maximize rewards in the tasks, and that adaptive behavior in perceptual decision-making is dependent on pupil-linked arousal. Perceptual decision-making is a dynamic cognitive process and is shaped by many factors. However, the extent to which changes in sensory environment result in adaptive decision-making remains poorly understood. Our data provided new experimental evidence demonstrating that the rats were able to adaptively modify their decision criterion to maximize water reward in response to changes in the statistics of the sensory environment. Furthermore, the adaptive decision-making is dependent on pupil-linked arousal.
知觉决策是一个动态的认知过程,受到许多因素的影响,包括行为状态、奖励条件和感觉环境。为了了解决策中的适应性行为在多大程度上取决于与瞳孔相关的觉醒,我们训练了固定头部的大鼠执行知觉决策任务,并在任务中系统地改变 Go 和 No-go 刺激的概率,同时测量它们的瞳孔大小。我们的数据表明,动物会根据感觉环境的变化适应性地改变它们的行为。Go 和 No-go 刺激的反应概率随着 Go 刺激出现的概率降低而降低。信号检测理论框架内的分析表明,虽然动物的知觉敏感性不变,但随着 Go 刺激概率的降低,它们的决策标准增加。模拟结果表明,适应性增加决策标准将在任务期间增加可能的水奖励。此外,适应性决策取决于与瞳孔相关的觉醒,因为决策标准的增加在与瞳孔相关的觉醒较低的时期最大。总之,我们的结果表明,大鼠能够调整它们的决策以在任务中最大化奖励,并且知觉决策中的适应性行为取决于与瞳孔相关的觉醒。知觉决策是一个动态的认知过程,受到许多因素的影响。然而,感觉环境的变化导致适应性决策的程度仍知之甚少。我们的数据提供了新的实验证据,表明大鼠能够自适应地改变它们的决策标准,以响应感觉环境统计数据的变化来最大化水奖励。此外,适应性决策取决于与瞳孔相关的觉醒。