Global gain modulation generates time-dependent urgency during perceptual choice in humans
Peter R. Murphy (),
Evert Boonstra and
Sander Nieuwenhuis
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Peter R. Murphy: Institute of Psychology and Leiden Institute for Brain and Cognition, Leiden University
Evert Boonstra: Institute of Psychology and Leiden Institute for Brain and Cognition, Leiden University
Sander Nieuwenhuis: Institute of Psychology and Leiden Institute for Brain and Cognition, Leiden University
Nature Communications, 2016, vol. 7, issue 1, 1-15
Abstract:
Abstract 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.
Date: 2016
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Persistent link: https://EconPapers.repec.org/RePEc:nat:natcom:v:7:y:2016:i:1:d:10.1038_ncomms13526
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DOI: 10.1038/ncomms13526
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