Distinct encoding of decision confidence in human medial prefrontal cortex

被引:131
作者
Bang, Dan [1 ]
Fleming, Stephen M. [1 ,2 ]
机构
[1] UCL, Wellcome Ctr Human Neuroimaging, London WC1N 3BG, England
[2] UCL, Max Planck UCL Ctr Computat Psychiat & Ageing Res, London WC1B 5EH, England
基金
英国惠康基金;
关键词
confidence; decision making; fMRI; medial prefrontal cortex; FRONTAL-CORTEX; PERCEPTUAL DECISION; VISUAL-MOTION; BRAIN-AREAS; NEURONS; CHOICE; SIGNAL; METACOGNITION; PROBABILITY; ACCURACY;
D O I
10.1073/pnas.1800795115
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
Our confidence in a choice and the evidence pertaining to a choice appear to be inseparable. However, an emerging computational consensus holds that the brain shouldmaintain separate estimates of these quantities for adaptive behavioral control. We have devised a psychophysical task to decouple confidence in a perceptual decision from both the reliability of sensory evidence and the relation of such evidence with respect to a choice boundary. Using human fMRI, we found that an area in the medial prefrontal cortex, the perigenual anterior cingulate cortex (pgACC), tracked expected performance, an aggregate signature of decision confidence, whereas neural areas previously proposed to encode decision confidence instead tracked sensory reliability (posterior parietal cortex and ventral striatum) or boundary distance (presupplementary motor area). Supporting that information encoded by pgACC is central to a subjective sense of decision confidence, we show that pgACC activity does not simply covary with expected performance, but is also linked to within-subject and between-subject variation in explicit confidence estimates. Our study is consistent with the proposal that the brain maintains choice-dependent and choice-independent estimates of certainty, and sheds light on why dysfunctional confidence often emerges following prefrontal lesions and/or degeneration.
引用
收藏
页码:6082 / 6087
页数:6
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