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疼痛感知作为分层贝叶斯推断:建构情绪理论的一个检验案例。

Pain perception as hierarchical Bayesian inference: A test case for the theory of constructed emotion.

机构信息

Université Claude Bernard Lyon 1, INSERM, Centre de Recherche en Neurosciences de Lyon CRNL, Bron, France.

Department of Psychology, University of Cambridge, Cambridge, UK.

出版信息

Ann N Y Acad Sci. 2024 Jun;1536(1):42-59. doi: 10.1111/nyas.15141. Epub 2024 Jun 5.

DOI:10.1111/nyas.15141
PMID:38837401
Abstract

An intriguing perspective about human emotion, the theory of constructed emotion considers emotions as generative models according to the Bayesian brain hypothesis. This theory brings fresh insight to existing findings, but its complexity renders it challenging to test experimentally. We argue that laboratory studies of pain could support the theory because although some may not consider pain to be a genuine emotion, the theory must at minimum be able to explain pain perception and its dysfunction in pathology. We review emerging evidence that bear on this question. We cover behavioral and neural laboratory findings, computational models, placebo hyperalgesia, and chronic pain. We conclude that there is substantial evidence for a predictive processing account of painful experience, paving the way for a better understanding of neuronal and computational mechanisms of other emotions.

摘要

关于人类情感的一个有趣视角,构建情感理论根据贝叶斯大脑假说将情感视为生成模型。该理论为现有发现带来了新的见解,但由于其复杂性,实验测试具有挑战性。我们认为,疼痛的实验室研究可以支持该理论,因为尽管有些人可能不认为疼痛是一种真正的情感,但该理论至少必须能够解释疼痛感知及其在病理学中的功能障碍。我们回顾了与这个问题相关的新兴证据。我们涵盖了行为和神经实验室发现、计算模型、安慰剂痛觉过敏和慢性疼痛。我们的结论是,有大量证据支持疼痛体验的预测处理解释,为更好地理解其他情感的神经元和计算机制铺平了道路。

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