Institute of Psychology and Leiden Institute for Brain and Cognition, Leiden University, 2333 AK Leiden, The Netherlands.
Department of Neurophysiology and Pathophysiology, University Medical Center Hamburg-Eppendorf, 20246 Hamburg, Germany.
Nat Commun. 2016 Nov 24;7:13526. doi: 10.1038/ncomms13526.
Decision-makers must often balance the desire to accumulate information with the costs of protracted deliberation. Optimal, reward-maximizing decision-making can require dynamic adjustment of this speed/accuracy trade-off over the course of a single decision. However, it is unclear whether humans are capable of such time-dependent adjustments. Here, we identify several signatures of time-dependency in human perceptual decision-making and highlight their possible neural source. Behavioural and model-based analyses reveal that subjects respond to deadline-induced speed pressure by lowering their criterion on accumulated perceptual evidence as the deadline approaches. In the brain, this effect is reflected in evidence-independent urgency that pushes decision-related motor preparation signals closer to a fixed threshold. Moreover, we show that global modulation of neural gain, as indexed by task-related fluctuations in pupil diameter, is a plausible biophysical mechanism for the generation of this urgency. These findings establish context-sensitive time-dependency as a critical feature of human decision-making.
决策者常常需要在积累信息的愿望与冗长的审议成本之间权衡取舍。最优的、收益最大化的决策可能需要在单次决策过程中动态调整这种速度/准确性的权衡。然而,人类是否有能力进行这种随时间变化的调整还不清楚。在这里,我们在人类感知决策中确定了几个与时间有关的特征,并强调了它们可能的神经来源。行为和基于模型的分析表明,随着截止日期的临近,被试会通过降低对累积感知证据的标准来应对截止日期带来的速度压力。在大脑中,这种效应反映在与证据无关的紧迫性上,它将与决策相关的运动准备信号推得更接近固定的阈值。此外,我们还表明,以瞳孔直径相关的任务波动为指标的神经增益的全局调制,是产生这种紧迫性的一个合理的生物物理机制。这些发现确立了上下文敏感的时间依赖性作为人类决策的一个关键特征。