Dissociable neural mechanisms track evidence accumulation for selection of attention versus action

被引:23
|
作者
Shenhav, Amitai [1 ,2 ]
Straccia, Mark A. [2 ,3 ]
Musslick, Sebastian [2 ]
Cohen, Jonathan D. [2 ,4 ]
Botvinick, Matthew M. [5 ,6 ]
机构
[1] Brown Univ, Carney Inst Brain Sci, Dept Cognit Linguist & Psychol Sci, Providence, RI 02912 USA
[2] Princeton Univ, Princeton Neurosci Inst, Princeton, NJ 08540 USA
[3] Univ Calif Los Angeles, Dept Psychol, Los Angeles, CA 90095 USA
[4] Princeton Univ, Dept Psychol, Princeton, NJ 08540 USA
[5] DeepMind, London N1C 4AG, England
[6] UCL, Gatsby Computat Neurosci Unit, London W1T 4JG, England
来源
NATURE COMMUNICATIONS | 2018年 / 9卷
关键词
ANTERIOR CINGULATE CORTEX; DECISION-MAKING; PERCEPTUAL DECISION; FRONTAL-CORTEX; FUNCTIONAL TOPOGRAPHY; HIERARCHICAL CONTROL; STRATEGIC CONTROL; OPPORTUNITY COST; VALUE SIGNALS; VALUATION;
D O I
10.1038/s41467-018-04841-1
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-making is typically studied as a sequential process from the selection of what to attend (e.g., between possible tasks, stimuli, or stimulus attributes) to which actions to take based on the attended information. However, people often process information across these various levels in parallel. Here we scan participants while they simultaneously weigh how much to attend to two dynamic stimulus attributes and what response to give. Regions of the prefrontal cortex track information about the stimulus attributes in dissociable ways, related to either the predicted reward (ventromedial prefrontal cortex) or the degree to which that attribute is being attended (dorsal anterior cingulate cortex, dACC). Within the dACC, adjacent regions track correlates of uncertainty at different levels of the decision, regarding what to attend versus how to respond. These findings bridge research on perceptual and value-based decision-making, demonstrating that people dynamically integrate information in parallel across different levels of decision-making.
引用
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页数:10
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