Global gain modulation generates time-dependent urgency during perceptual choice in humans

被引:108
|
作者
Murphy, Peter R. [1 ,2 ,3 ]
Boonstra, Evert [1 ,2 ]
Nieuwenhuis, Sander [1 ,2 ]
机构
[1] Leiden Univ, Inst Psychol, NL-2333 AK Leiden, Netherlands
[2] Leiden Univ, Leiden Inst Brain & Cognit, NL-2333 AK Leiden, Netherlands
[3] Univ Med Ctr Hamburg Eppendorf, Dept Neurophysiol & Pathophysiol, D-20246 Hamburg, Germany
来源
NATURE COMMUNICATIONS | 2016年 / 7卷
关键词
SPEED-ACCURACY TRADEOFF; DECISION-MAKING; LOCUS-COERULEUS; OSCILLATORY ACTIVITY; DIFFUSION-MODEL; RESPONSE-TIME; ADAPTIVE GAIN; NETWORK MODEL; BOUNDARIES; ATTENTION;
D O I
10.1038/ncomms13526
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:14
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