Representation of Confidence Associated with a Decision by Neurons in the Parietal Cortex

被引:651
作者
Kiani, Roozbeh [1 ]
Shadlen, Michael N.
机构
[1] Univ Washington, Howard Hughes Med Inst, Natl Primate Res Ctr, Seattle, WA 98195 USA
关键词
PROBABILISTIC POPULATION CODES; DORSOLATERAL PREFRONTAL CORTEX; LATERAL INTRAPARIETAL AREA; PERCEPTUAL DECISION; ORBITOFRONTAL CORTEX; DISCRIMINATION TASK; REWARD PREFERENCE; VISUAL-MOTION; NEURAL BASIS; MACAQUE;
D O I
10.1126/science.1169405
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
The degree of confidence in a decision provides a graded and probabilistic assessment of expected outcome. Although neural mechanisms of perceptual decisions have been studied extensively in primates, little is known about the mechanisms underlying choice certainty. We have shown that the same neurons that represent formation of a decision encode certainty about the decision. Rhesus monkeys made decisions about the direction of moving random dots, spanning a range of difficulties. They were rewarded for correct decisions. On some trials, after viewing the stimulus, the monkeys could opt out of the direction decision for a small but certain reward. Monkeys exercised this option in a manner that revealed their degree of certainty. Neurons in parietal cortex represented formation of the direction decision and the degree of certainty underlying the decision to opt out.
引用
收藏
页码:759 / 764
页数:6
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