奖励制度
心理学
预测(人工智能)
伏隔核
腹侧纹状体
神经科学
纹状体
激励显著性
脑刺激奖励
眶额皮质
认知心理学
基底神经节
功能磁共振成像
作者
Flavia Filimon,Jonathan D. Nelson,Terrence J. Sejnowski A B,Martin I. Sereno,Garrison W. Cottrell
标识
DOI:10.1073/pnas.1911778117
摘要
Do dopaminergic reward structures represent the expected utility of information similarly to a reward? Optimal experimental design models from Bayesian decision theory and statistics have proposed a theoretical framework for quantifying the expected value of information that might result from a query. In particular, this formulation quantifies the value of information before the answer to that query is known, in situations where payoffs are unknown and the goal is purely epistemic: That is, to increase knowledge about the state of the world. Whether and how such a theoretical quantity is represented in the brain is unknown. Here we use an event-related functional MRI (fMRI) task design to disentangle information expectation, information revelation and categorization outcome anticipation, and response-contingent reward processing in a visual probabilistic categorization task. We identify a neural signature corresponding to the expectation of information, involving the left lateral ventral striatum. Moreover, we show a temporal dissociation in the activation of different reward-related regions, including the nucleus accumbens, medial prefrontal cortex, and orbitofrontal cortex, during information expectation versus reward-related processing.
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