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贝叶斯大脑:幻肢感知解决感觉不确定性。

The Bayesian brain: phantom percepts resolve sensory uncertainty.

作者信息

De Ridder Dirk, Vanneste Sven, Freeman Walter

机构信息

Brai(2)n, TRI & Department of Neurosurgery, University Hospital Antwerp, Belgium.

Brai(2)n, TRI & Department of Neurosurgery, University Hospital Antwerp, Belgium; Department of Translational Neuroscience, Faculty of Medicine, University of Antwerp, Belgium.

出版信息

Neurosci Biobehav Rev. 2014 Jul;44:4-15. doi: 10.1016/j.neubiorev.2012.04.001. Epub 2012 Apr 11.

Abstract

Phantom perceptions arise almost universally in people who sustain sensory deafferentation, and in multiple sensory domains. The question arises 'why' the brain creates these false percepts in the absence of an external stimulus? The model proposed answers this question by stating that our brain works in a Bayesian way, and that its main function is to reduce environmental uncertainty, based on the free-energy principle, which has been proposed as a universal principle governing adaptive brain function and structure. The Bayesian brain can be conceptualized as a probability machine that constantly makes predictions about the world and then updates them based on what it receives from the senses. The free-energy principle states that the brain must minimize its Shannonian free-energy, i.e. must reduce by the process of perception its uncertainty (its prediction errors) about its environment. As completely predictable stimuli do not reduce uncertainty, they are not worthwhile of conscious processing. Unpredictable things on the other hand are not to be ignored, because it is crucial to experience them to update our understanding of the environment. Deafferentation leads to topographically restricted prediction errors based on temporal or spatial incongruity. This leads to an increase in topographically restricted uncertainty, which should be adaptively addressed by plastic repair mechanisms in the respective sensory cortex or via (para)hippocampal involvement. Neuroanatomically, filling in as a compensation for missing information also activates the anterior cingulate and insula, areas also involved in salience, stress and essential for stimulus detection. Associated with sensory cortex hyperactivity and decreased inhibition or map plasticity this will result in the perception of the false information created by the deafferented sensory areas, as a way to reduce increased topographically restricted uncertainty associated with the deafferentation. In conclusion, the Bayesian updating of knowledge via active sensory exploration of the environment, driven by the Shannonian free-energy principle, provides an explanation for the generation of phantom percepts, as a way to reduce uncertainty, to make sense of the world.

摘要

幻肢觉几乎普遍出现在感觉传入丧失的人群中,且涉及多个感觉领域。问题在于,为何大脑在没有外部刺激的情况下会产生这些虚假感知?所提出的模型通过指出我们的大脑以贝叶斯方式运作来回答这个问题,其主要功能是基于自由能原理降低环境不确定性,自由能原理已被提出作为支配适应性大脑功能和结构的通用原理。贝叶斯大脑可被概念化为一台概率机器,它不断对世界进行预测,然后根据从感官接收到的信息更新预测。自由能原理指出,大脑必须将其香农自由能降至最低,即必须通过感知过程减少其对环境的不确定性(其预测误差)。由于完全可预测的刺激不会降低不确定性,它们不值得进行有意识的处理。另一方面,不可预测的事物不应被忽视,因为体验它们对于更新我们对环境的理解至关重要。传入丧失会导致基于时间或空间不一致的局部预测误差。这会导致局部不确定性增加,应通过相应感觉皮层中的可塑性修复机制或通过(旁)海马体参与来适应性地解决。从神经解剖学角度来看,填补缺失信息的补偿过程也会激活前扣带回和脑岛,这些区域也参与显著性、应激反应,并且对于刺激检测至关重要。与感觉皮层活动亢进以及抑制减少或图谱可塑性降低相关联,这将导致对由传入丧失的感觉区域产生的虚假信息的感知,作为减少与传入丧失相关的局部不确定性增加的一种方式。总之,由香农自由能原理驱动的通过对环境进行主动感觉探索来进行贝叶斯知识更新,为幻肢觉的产生提供了一种解释,作为减少不确定性、理解世界的一种方式。

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