Meditation increases the entropy of brain oscillatory activity

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.

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Main Authors: Martínez Vivot, Rocío, Pallavicini, Carla, Zamberlan, Federico, Vigo, Daniel Eduardo, Tagliazucchi, Enzo
Format: Artículo biblioteca
Language:eng
Published: Elsevier 2020
Subjects:MEDITACION, ENTROPIA, CEREBRO, ELECTROENCEFALOGRAFIA, NEUROCIENCIA, NEUROFISIOLOGIA, NEUROTRANSMISORES,
Online Access:https://repositorio.uca.edu.ar/handle/123456789/10163
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spelling oai:ucacris:123456789-101632020-06-11T04:21:11Z Meditation increases the entropy of brain oscillatory activity Martínez Vivot, Rocío Pallavicini, Carla Zamberlan, Federico Vigo, Daniel Eduardo Tagliazucchi, Enzo MEDITACION ENTROPIA CEREBRO ELECTROENCEFALOGRAFIA NEUROCIENCIA NEUROFISIOLOGIA NEUROTRANSMISORES 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. 2020-06-10T05:12:31Z 2020-06-10T05:12:31Z 2020 Artículo Martínez Vivot, R., et al. Meditation increases the entropy of brain oscillatory activity [en línea]. Postprint de artículo publicado en Neuroscience. 2020, 431. doi:10.1016/j.neuroscience.2020.01.033. Disponible en: https://repositorio.uca.edu.ar/handle/123456789/10163 0306-4522 (impreso) 1873-7544 (online) https://repositorio.uca.edu.ar/handle/123456789/10163 10.1016/j.neuroscience.2020.01.033 eng Acceso abierto. 12 meses de embargo http://creativecommons.org/licenses/by-nc-sa/4.0/ application/pdf Elsevier Postprint de artículo publicado en Neuroscience. 2020, 431
institution UCA
collection DSpace
country Argentina
countrycode AR
component Bibliográfico
access En linea
databasecode dig-uca
tag biblioteca
region America del Sur
libraryname Sistema de bibliotecas de la UCA
language eng
topic MEDITACION
ENTROPIA
CEREBRO
ELECTROENCEFALOGRAFIA
NEUROCIENCIA
NEUROFISIOLOGIA
NEUROTRANSMISORES
MEDITACION
ENTROPIA
CEREBRO
ELECTROENCEFALOGRAFIA
NEUROCIENCIA
NEUROFISIOLOGIA
NEUROTRANSMISORES
spellingShingle MEDITACION
ENTROPIA
CEREBRO
ELECTROENCEFALOGRAFIA
NEUROCIENCIA
NEUROFISIOLOGIA
NEUROTRANSMISORES
MEDITACION
ENTROPIA
CEREBRO
ELECTROENCEFALOGRAFIA
NEUROCIENCIA
NEUROFISIOLOGIA
NEUROTRANSMISORES
Martínez Vivot, Rocío
Pallavicini, Carla
Zamberlan, Federico
Vigo, Daniel Eduardo
Tagliazucchi, Enzo
Meditation increases the entropy of brain oscillatory activity
description 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.
format Artículo
topic_facet MEDITACION
ENTROPIA
CEREBRO
ELECTROENCEFALOGRAFIA
NEUROCIENCIA
NEUROFISIOLOGIA
NEUROTRANSMISORES
author Martínez Vivot, Rocío
Pallavicini, Carla
Zamberlan, Federico
Vigo, Daniel Eduardo
Tagliazucchi, Enzo
author_facet Martínez Vivot, Rocío
Pallavicini, Carla
Zamberlan, Federico
Vigo, Daniel Eduardo
Tagliazucchi, Enzo
author_sort Martínez Vivot, Rocío
title Meditation increases the entropy of brain oscillatory activity
title_short Meditation increases the entropy of brain oscillatory activity
title_full Meditation increases the entropy of brain oscillatory activity
title_fullStr Meditation increases the entropy of brain oscillatory activity
title_full_unstemmed Meditation increases the entropy of brain oscillatory activity
title_sort meditation increases the entropy of brain oscillatory activity
publisher Elsevier
publishDate 2020
url https://repositorio.uca.edu.ar/handle/123456789/10163
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AT vigodanieleduardo meditationincreasestheentropyofbrainoscillatoryactivity
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