Neurons in Posterior Cingulate Cortex Signal Exploratory Decisions in a Dynamic Multioption Choice Task

被引:124
|
作者
Pearson, John M. [1 ,2 ]
Hayden, Benjamin Y. [1 ,2 ]
Raghavachari, Sridhar [1 ,2 ]
Platt, Michael L. [1 ,2 ,3 ,4 ]
机构
[1] Duke Univ, Sch Med, Dept Neurobiol, Durham, NC 27710 USA
[2] Duke Univ, Ctr Neuroecon Studies, Durham, NC 27710 USA
[3] Duke Univ, Ctr Cognit Neurosci, Durham, NC 27710 USA
[4] Duke Univ, Dept Evolutionary Anthropol, Durham, NC 27710 USA
基金
美国国家卫生研究院;
关键词
THALAMUS;
D O I
10.1016/j.cub.2009.07.048
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
In dynamic environments, adaptive behavior requires striking a balance between harvesting currently available rewards (exploitation) and gathering information about alternative options (exploration) [1-4]. Such strategic decisions should incorporate not only recent reward history, but also opportunity costs and environmental statistics. Previous neuroimaging [5-8] and neurophysiological [9-13] studies have implicated orbitofrontal cortex, anterior cingulate cortex, and ventral striatum in distinguishing between bouts of exploration and exploitation. Nonetheless, the neuronal mechanisms that underlie strategy selection remain poorly understood. We hypothesized that posterior cingulate cortex (CGp), an area linking reward processing, attention [14], memory [15,16], and motor control systems [17], mediates the integration of variables such as reward [18], uncertainty [19], and target location [20] that underilethis dynamic balance. Here we show that CGp neurons distinguish between exploratory and exploitative decisions made by monkeys in a dynamic foraging task. Moreover, firing rates of these neurons predict in graded fashion the strategy most likely to be selected on upcoming trials. This encoding is distinct from switching between targets and is independent of the absolute magnitudes of rewards. These observations implicate CGp in the integration of individual outcomes across decision making and the modification of strategy in dynamic environments.
引用
收藏
页码:1532 / 1537
页数:6
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