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预测在社会神经科学中的作用。

The role of prediction in social neuroscience.

作者信息

Brown Elliot C, Brüne Martin

机构信息

Research Department of Cognitive Neuropsychiatry and Preventative Medicine, LWL University Hospital Bochum Bochum, Germany.

出版信息

Front Hum Neurosci. 2012 May 24;6:147. doi: 10.3389/fnhum.2012.00147. eCollection 2012.

Abstract

Research has shown that the brain is constantly making predictions about future events. Theories of prediction in perception, action and learning suggest that the brain serves to reduce the discrepancies between expectation and actual experience, i.e., by reducing the prediction error. Forward models of action and perception propose the generation of a predictive internal representation of the expected sensory outcome, which is matched to the actual sensory feedback. Shared neural representations have been found when experiencing one's own and observing other's actions, rewards, errors, and emotions such as fear and pain. These general principles of the "predictive brain" are well established and have already begun to be applied to social aspects of cognition. The application and relevance of these predictive principles to social cognition are discussed in this article. Evidence is presented to argue that simple non-social cognitive processes can be extended to explain complex cognitive processes required for social interaction, with common neural activity seen for both social and non-social cognitions. A number of studies are included which demonstrate that bottom-up sensory input and top-down expectancies can be modulated by social information. The concept of competing social forward models and a partially distinct category of social prediction errors are introduced. The evolutionary implications of a "social predictive brain" are also mentioned, along with the implications on psychopathology. The review presents a number of testable hypotheses and novel comparisons that aim to stimulate further discussion and integration between currently disparate fields of research, with regard to computational models, behavioral and neurophysiological data. This promotes a relatively new platform for inquiry in social neuroscience with implications in social learning, theory of mind, empathy, the evolution of the social brain, and potential strategies for treating social cognitive deficits.

摘要

研究表明,大脑一直在对未来事件进行预测。感知、行动和学习中的预测理论表明,大脑的作用是减少期望与实际体验之间的差异,即通过减少预测误差来实现。行动和感知的前向模型提出会生成预期感觉结果的预测性内部表征,并将其与实际感觉反馈相匹配。在体验自己的行动以及观察他人的行动、奖励、错误和诸如恐惧与痛苦等情绪时,发现了共享的神经表征。“预测性大脑”的这些一般原则已得到充分确立,并且已经开始应用于认知的社会方面。本文将讨论这些预测原则在社会认知中的应用及相关性。文中提供了证据,论证简单的非社会认知过程可以扩展,以解释社会互动所需的复杂认知过程,社会认知和非社会认知都存在共同的神经活动。还纳入了一些研究,这些研究表明自下而上的感觉输入和自上而下的预期可以受到社会信息的调节。引入了竞争性社会前向模型的概念以及一类部分独特的社会预测误差。还提到了“社会预测性大脑”的进化意义以及对精神病理学的影响。这篇综述提出了一些可检验的假设和新颖的比较,旨在促进当前不同研究领域之间在计算模型、行为和神经生理学数据方面的进一步讨论与整合。这为社会神经科学的研究提供了一个相对较新的平台,对社会学习、心理理论、同理心、社会大脑的进化以及治疗社会认知缺陷的潜在策略都有影响。

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