Meditation Increases the Entropy of Brain Oscillatory Activity. (1st April 2020)
- Record Type:
- Journal Article
- Title:
- Meditation Increases the Entropy of Brain Oscillatory Activity. (1st April 2020)
- Main Title:
- Meditation Increases the Entropy of Brain Oscillatory Activity
- Authors:
- Martínez Vivot, Rocío
Pallavicini, Carla
Zamberlan, Federico
Vigo, Daniel
Tagliazucchi, Enzo - Abstract:
- Highlights: Vipassana meditation increased the entropy of alpha 1 and gamma oscillation envelopes. Classifiers trained on Vipassana scalp entropy distributions generalized well to other meditation traditions. All meditation traditions increased gamma band coherence. All meditation traditions decreased gamma band metastability. 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 ofHighlights: Vipassana meditation increased the entropy of alpha 1 and gamma oscillation envelopes. Classifiers trained on Vipassana scalp entropy distributions generalized well to other meditation traditions. All meditation traditions increased gamma band coherence. All meditation traditions decreased gamma band metastability. 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. … (more)
- Is Part Of:
- Neuroscience. Volume 431(2020)
- Journal:
- Neuroscience
- Issue:
- Volume 431(2020)
- Issue Display:
- Volume 431, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 431
- Issue:
- 2020
- Issue Sort Value:
- 2020-0431-2020-0000
- Page Start:
- 40
- Page End:
- 51
- Publication Date:
- 2020-04-01
- Subjects:
- EEG electroencephalography -- FA focused attention -- HT Himalaya Yoga -- OM open monitoring -- PET positron emission tomography -- RF random forests -- SE sample entropy -- VIP Vipassana
meditation -- EEG -- entropy -- alpha oscillations -- gamma oscillations
Neurochemistry -- Periodicals
Neurophysiology -- Periodicals
Neurology -- Periodicals
Neurochimie -- Périodiques
Neurophysiologie -- Périodiques
Neurochemistry
Neurophysiology
Electronic journals
Periodicals
Electronic journals
612.8 - Journal URLs:
- http://www.sciencedirect.com/science/journal/03064522 ↗
http://www.clinicalkey.com/dura/browse/journalIssue/03064522 ↗
http://www.clinicalkey.com.au/dura/browse/journalIssue/03064522 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.neuroscience.2020.01.033 ↗
- Languages:
- English
- ISSNs:
- 0306-4522
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6081.559000
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- 13546.xml