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冥想增加大脑振荡活动的熵。

Meditation Increases the Entropy of Brain Oscillatory Activity.

作者信息

Martínez Vivot Rocío, Pallavicini Carla, Zamberlan Federico, Vigo Daniel, Tagliazucchi Enzo

机构信息

National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina; Departamento de Física, FCEyN, UBA, e Instituto de Física de Buenos Aires (IFIBA), Buenos Aires, Argentina; Instituto de Investigaciones Biomédicas UCA-CONICET (BIOMED), Buenos Aires, Argentina.

National Scientific and Technical Research Council (CONICET), Buenos Aires, Argentina; Departamento de Física, FCEyN, UBA, e Instituto de Física de Buenos Aires (IFIBA), Buenos Aires, Argentina; Fundación para la Lucha contra las Enfermedades Neurológicas de la Infancia (FLENI), Buenos Aires, Argentina.

出版信息

Neuroscience. 2020 Apr 1;431:40-51. doi: 10.1016/j.neuroscience.2020.01.033. Epub 2020 Feb 4.

DOI:10.1016/j.neuroscience.2020.01.033
PMID:32032666
Abstract

We address the hypothesis that the entropy of neural dynamics indexes the intensity and quality of conscious content. Previous work established that serotonergic psychedelics can have a dysregulating effect on brain activity, leading to subjective effects that present a considerable overlap with the phenomenology of certain meditative states. Here we propose that the prolonged practice of meditation results in endogenous increased entropy of brain oscillatory activity. We estimated the entropy of band-specific oscillations during the meditative state of traditions classified as 'focused attention' (Himalayan Yoga), 'open monitoring' (Vipassana), and 'open awareness' (Isha Shoonya Yoga). Among all traditions, Vipassana resulted in the highest entropy increases, predominantly in the alpha and low/high gamma bands. In agreement with previous studies, all meditation traditions increased the global coherence in the gamma band, but also stabilized gamma-range dynamics by lowering the metastability. Finally, machine learning classifiers could successfully generalize between certain pairs of meditation traditions based on the scalp distribution of gamma band entropies. Our results extend previous findings on the spectral changes observed during meditation, showing how long-term practice can lead to the capacity for achieving brain states of high entropy. This constitutes an example of an endogenous, self-induced high entropy state.

摘要

我们探讨了神经动力学熵可表征意识内容的强度和质量这一假说。先前的研究表明,血清素能致幻剂可对大脑活动产生失调作用,导致主观效应,这些效应与某些冥想状态的现象学存在相当大的重叠。在此我们提出,长期冥想会导致大脑振荡活动的内源性熵增加。我们估计了被归类为“专注注意力”(喜马拉雅瑜伽)、“开放监测”(内观禅修)和“开放觉察”(伊沙·舒尼亚瑜伽)等传统冥想状态下特定频段振荡的熵。在所有传统中,内观禅修导致的熵增加最高,主要集中在阿尔法频段以及低/高伽马频段。与先前的研究一致,所有冥想传统都增加了伽马频段的全局相干性,但也通过降低亚稳定性来稳定伽马频段的动力学。最后,机器学习分类器能够基于伽马频段熵的头皮分布在某些冥想传统对之间成功进行泛化。我们的结果扩展了先前关于冥想期间观察到的频谱变化的研究发现,表明长期练习如何能够导致实现高熵脑状态的能力。这构成了一种内源性、自我诱导的高熵状态的实例。

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