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寻路:直觉的神经动力学阐释

Pathfinding: a neurodynamical account of intuition.

作者信息

Kotler Steven, Mannino Michael, Friston Karl, Buzsáki Gyorgy, Kelso J A Scott, Dumas Guillaume

机构信息

Flow Research Collective, Gardnerville, NV, USA.

Artificial Intelligence Center, Miami Dade College, Miami, FL, USA.

出版信息

Commun Biol. 2025 Aug 13;8(1):1214. doi: 10.1038/s42003-025-08612-9.

DOI:10.1038/s42003-025-08612-9
PMID:40804280
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12350660/
Abstract

We examine the neurobiology of intuition, a term often inconsistently defined in scientific literature. While researchers generally agree that intuition represents "an experienced-based process resulting in a spontaneous tendency toward a hunch or hypothesis," we establish a firmer neurobiological foundation by framing intuition evolutionarily as a pathfinding mechanism emerging from the brain's optimization of its relationship with the environment. Our review synthesizes empirical findings on intuition's neurobiological basis, including relevant brain networks and their relationship to cognitive states like insight. We propose that unsolved problems dynamically alter attractor landscapes, guiding future intuitions. We investigate "opportunistic assimilation" through nonlinear neurodynamics and identify hippocampal sharp wave ripples as potential neural correlates of intuition, citing their role in creativity, choice, action planning, and abstract thinking. Finally, we explore intuition through two complementary perspectives: the free energy principle, which models brains as minimizing uncertainty through predictive hierarchical coding, and metastable coordination dynamics, describing the brain's simultaneous tendencies toward regional cooperation and functional autonomy. Together, these principles provide a comprehensive neurodynamical account of intuition's neurophenomenology.

摘要

我们研究直觉的神经生物学,这一术语在科学文献中的定义往往并不一致。虽然研究人员普遍认为直觉代表“一种基于经验的过程,会自发地倾向于产生一种直觉或假设”,但我们通过从进化角度将直觉构建为一种源于大脑优化其与环境关系的路径寻找机制,从而建立了更坚实的神经生物学基础。我们的综述综合了关于直觉神经生物学基础的实证研究结果,包括相关的脑网络及其与洞察力等认知状态的关系。我们提出,未解决的问题会动态改变吸引子景观,从而引导未来的直觉。我们通过非线性神经动力学研究“机会主义同化”,并将海马体尖波涟漪确定为直觉的潜在神经关联物,理由是它们在创造力、选择、行动规划和抽象思维中所起的作用。最后,我们从两个互补的角度探索直觉:自由能原理,该原理将大脑建模为通过预测性层次编码来最小化不确定性;以及亚稳态协调动力学,它描述了大脑同时具有的区域合作和功能自主性的倾向。这些原理共同为直觉的神经现象学提供了一个全面的神经动力学解释。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a569/12350660/a61fcdba3c2a/42003_2025_8612_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a569/12350660/7ebd6334e3f7/42003_2025_8612_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a569/12350660/a61fcdba3c2a/42003_2025_8612_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a569/12350660/7ebd6334e3f7/42003_2025_8612_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a569/12350660/a61fcdba3c2a/42003_2025_8612_Fig2_HTML.jpg

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本文引用的文献

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Flow and intuition: a systems neuroscience comparison.流动与直觉:系统神经科学比较
Neurosci Conscious. 2025 Jan 4;2025(1):niae040. doi: 10.1093/nc/niae040. eCollection 2025.
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Metastability demystified - the foundational past, the pragmatic present and the promising future.揭开亚稳态的神秘面纱——基础的过去、务实的现在与充满希望的未来。
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The hippocampal formation as a hierarchical generative model supporting generative replay and continual learning.海马结构作为一个层级生成模型,支持生成式重放和持续学习。
Prog Neurobiol. 2022 Oct;217:102329. doi: 10.1016/j.pneurobio.2022.102329. Epub 2022 Jul 21.
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May the 4C's be with you: an overview of complexity-inspired frameworks for analysing resting-state neuroimaging data.愿 4C 伴随你:分析静息态神经影像学数据的复杂性启发式框架概述。
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Entropy (Basel). 2021 Sep 17;23(9):1220. doi: 10.3390/e23091220.
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Towards a computational phenomenology of mental action: modelling meta-awareness and attentional control with deep parametric active inference.迈向心理行动的计算现象学:用深度参数主动推理对元意识和注意力控制进行建模。
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The Aha! moment: Is insight a different form of problem solving?顿悟时刻:洞察力是否是一种不同形式的问题解决方式?
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