共 71 条
Global gain modulation generates time-dependent urgency during perceptual choice in humans
被引:117
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
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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