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大脑中的临界性:神经生物学、模型与认知的综合

Criticality in the brain: A synthesis of neurobiology, models and cognition.

作者信息

Cocchi Luca, Gollo Leonardo L, Zalesky Andrew, Breakspear Michael

机构信息

QIMR Berghofer Medical Research Institute, Brisbane, Australia.

QIMR Berghofer Medical Research Institute, Brisbane, Australia.

出版信息

Prog Neurobiol. 2017 Nov;158:132-152. doi: 10.1016/j.pneurobio.2017.07.002. Epub 2017 Jul 19.

Abstract

Cognitive function requires the coordination of neural activity across many scales, from neurons and circuits to large-scale networks. As such, it is unlikely that an explanatory framework focused upon any single scale will yield a comprehensive theory of brain activity and cognitive function. Modelling and analysis methods for neuroscience should aim to accommodate multiscale phenomena. Emerging research now suggests that multi-scale processes in the brain arise from so-called critical phenomena that occur very broadly in the natural world. Criticality arises in complex systems perched between order and disorder, and is marked by fluctuations that do not have any privileged spatial or temporal scale. We review the core nature of criticality, the evidence supporting its role in neural systems and its explanatory potential in brain health and disease.

摘要

认知功能需要跨多个尺度的神经活动协调,从神经元和神经回路到大规模网络。因此,专注于任何单一尺度的解释框架都不太可能产生关于大脑活动和认知功能的全面理论。神经科学的建模和分析方法应旨在适应多尺度现象。现在新出现的研究表明,大脑中的多尺度过程源于自然界广泛存在的所谓临界现象。临界性出现在介于有序和无序之间的复杂系统中,其特征是波动不存在任何特殊的空间或时间尺度。我们回顾了临界性的核心本质、支持其在神经系统中作用的证据及其在大脑健康和疾病方面的解释潜力。

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