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Decision Making: Neural Mechanisms: Neural basis of decision making guided by emotional outcomes

机译:决策:神经机制:以情感结果为指导的神经网络决策

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摘要

Emotional events resulting from a choice influence an individual's subsequent decision making. Although the relationship between emotion and decision making has been widely discussed, previous studies have mainly investigated decision outcomes that can easily be mapped to reward and punishment, including monetary gain/loss, gustatory stimuli, and pain. These studies regard emotion as a modulator of decision making that can be made rationally in the absence of emotions. In our daily lives, however, we often encounter various emotional events that affect decisions by themselves, and mapping the events to a reward or punishment is often not straightforward. In this study, we investigated the neural substrates of how such emotional decision outcomes affect subsequent decision making. By using functional magnetic resonance imaging (fMRI), we measured brain activities of humans during a stochastic decision-making task in which various emotional pictures were presented as decision outcomes. We found that pleasant pictures differentially activated the midbrain, fusiform gyrus, and parahippocampal gyrus, whereas unpleasant pictures differentially activated the ventral striatum, compared with neutral pictures. We assumed that the emotional decision outcomes affect the subsequent decision by updating the value of the options, a process modeled by reinforcement learning models, and that the brain regions representing the prediction error that drives the reinforcement learning are involved in guiding subsequent decisions. We found that some regions of the striatum and the insula were separately correlated with the prediction error for either pleasant pictures or unpleasant pictures, whereas the precuneus was correlated with prediction errors for both pleasant and unpleasant pictures.
机译:选择产生的情感事件会影响个人的后续决策。尽管人们广泛讨论了情绪与决策之间的关系,但以前的研究主要研究了可以轻松映射为奖励和惩罚的决策结果,包括金钱收益/损失,味觉刺激和痛苦。这些研究将情绪视为可以在没有情绪的情况下合理做出的决策制定者。但是,在我们的日常生活中,我们经常会遇到各种情绪事件,这些事件会影响他们自己的决策,将事件映射为奖励或惩罚常常不是一件容易的事。在这项研究中,我们调查了这种情绪决策结果如何影响后续决策的神经基础。通过使用功能磁共振成像(fMRI),我们在随机决策任务中测量了人类的大脑活动,在该任务中,各种情感图片被呈现为决策结果。我们发现,与中性图片相比,令人愉悦的图片差异激活了中脑,梭形回和海马旁回,而不愉快的图片差异激活了腹侧纹状体。我们假设情绪决策结果会通过更新选项的值(通过强化学习模型建模的过程)来影响后续决策,并且代表驱动强化学习的预测错误的大脑区域参与了后续决策的指导。我们发现纹状体和岛状岛的某些区域分别与令人愉悦图片或不愉快图片的预测误差相关,而前胎与愉悦图片和不愉快图片的预测误差相关。

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