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情境依赖的紧迫性会影响决策和动作执行中的速度-准确性权衡。

Context-dependent urgency influences speed-accuracy trade-offs in decision-making and movement execution.

作者信息

Thura David, Cos Ignasi, Trung Jessica, Cisek Paul

机构信息

Groupe de Recherche sur le Système Nerveux Central, Département de Neurosciences, Université de Montréal, Montréal, Québec, H3T 1J4 Canada

Groupe de Recherche sur le Système Nerveux Central, Département de Neurosciences, Université de Montréal, Montréal, Québec, H3T 1J4 Canada.

出版信息

J Neurosci. 2014 Dec 3;34(49):16442-54. doi: 10.1523/JNEUROSCI.0162-14.2014.

Abstract

Speed-accuracy tradeoffs (SATs) exist in both decision-making and movement control, and are generally studied separately. However, in natural behavior animals are free to adjust the time invested in deciding and moving so as to maximize their reward rate. Here, we investigate whether shared mechanisms exist for SAT adjustment in both decisions and actions. Two monkeys performed a reach decision task in which they watched 15 tokens jump, one every 200 ms, from a central circle to one of two peripheral targets, and had to guess which target would ultimately receive the majority of tokens. The monkeys could decide at any time, and once a target was reached, the remaining token movements accelerated to either 50 ms ("fast" block) or 150 ms ("slow" block). Decisions were generally earlier and less accurate in fast than slow blocks, and in both blocks, the criterion of accuracy decreased over time within each trial. This could be explained by a simple model in which sensory information is combined with a linearly growing urgency signal. Remarkably, the duration of the reaching movements produced after the decision decreased over time in a similar block-dependent manner as the criterion of accuracy estimated by the model. This suggests that SATs for deciding and acting are influenced by a shared urgency/vigor signal. Consistent with this, we observed that the vigor of saccades performed during the decision process was higher in fast than in slow blocks, suggesting the influence of a context-dependent global arousal.

摘要

速度-准确性权衡(SATs)存在于决策和运动控制中,并且通常是分开研究的。然而,在自然行为中,动物可以自由调整用于决策和行动的时间,以最大化它们的奖励率。在这里,我们研究在决策和行动中是否存在用于SAT调整的共享机制。两只猴子执行了一个伸手决策任务,在这个任务中,它们观察15个代币每隔200毫秒从一个中心圆圈跳到两个外围目标之一,并必须猜测哪个目标最终会收到大多数代币。猴子可以在任何时候做出决定,一旦到达一个目标,剩余的代币移动加速到50毫秒(“快速”块)或150毫秒(“慢速”块)。与慢速块相比,快速块中的决策通常更早且准确性更低,并且在两个块中,每个试验内准确性标准随时间下降。这可以用一个简单的模型来解释,在该模型中,感官信息与一个线性增长的紧急信号相结合。值得注意的是,决策后产生的伸手动作的持续时间随着时间的推移以与模型估计的准确性标准相似的块依赖方式减少。这表明决策和行动的SATs受到共享的紧急/活力信号的影响。与此一致的是,我们观察到在决策过程中执行的扫视的活力在快速块中比在慢速块中更高,这表明存在依赖于上下文的全局唤醒的影响。

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