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The Dream Catcher experiment: blinded analyses failed to detect markers of dreaming consciousness in EEG spectral power

The Dream Catcher test defines the criteria for a genuine discovery of the neural constituents of phenomenal consciousness. Passing the test implies that some patterns of purely brain-based data directly correspond to the subjective features of phenomenal experience, which would help to bridge the e...

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Autores principales: Wong, William, Noreika, Valdas, Móró, Levente, Revonsuo, Antti, Windt, Jennifer, Valli, Katja, Tsuchiya, Naotsugu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7362719/
https://www.ncbi.nlm.nih.gov/pubmed/32695475
http://dx.doi.org/10.1093/nc/niaa006
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author Wong, William
Noreika, Valdas
Móró, Levente
Revonsuo, Antti
Windt, Jennifer
Valli, Katja
Tsuchiya, Naotsugu
author_facet Wong, William
Noreika, Valdas
Móró, Levente
Revonsuo, Antti
Windt, Jennifer
Valli, Katja
Tsuchiya, Naotsugu
author_sort Wong, William
collection PubMed
description The Dream Catcher test defines the criteria for a genuine discovery of the neural constituents of phenomenal consciousness. Passing the test implies that some patterns of purely brain-based data directly correspond to the subjective features of phenomenal experience, which would help to bridge the explanatory gap between consciousness and brain. Here, we conducted the Dream Catcher test for the first time in a step-wise and simplified form, capturing its core idea. The Dream Catcher experiment involved a Data Team, which measured participants’ brain activity during sleep and collected dream reports, and a blinded Analysis Team, which was challenged to predict, based solely on brain measurements, whether or not a participant had a dream experience. Using a serial-awakening paradigm, the Data Team prepared 54 1-min polysomnograms of non-rapid eye movement sleep—27 of dreamful sleep and 27 of dreamless sleep (three of each condition from each of the nine participants)—redacting from them all associated participant and dream information. The Analysis Team attempted to classify each recording as either dreamless or dreamful using an unsupervised machine learning classifier, based on hypothesis-driven, extracted features of electroencephalography (EEG) spectral power and electrode location. The procedure was repeated over five iterations with a gradual removal of blindness. At no level of blindness did the Analysis Team perform significantly better than chance, suggesting that EEG spectral power could not be utilized to detect signatures specific to phenomenal consciousness in these data. This study marks the first step towards realizing the Dream Catcher test in practice.
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spelling pubmed-73627192020-07-20 The Dream Catcher experiment: blinded analyses failed to detect markers of dreaming consciousness in EEG spectral power Wong, William Noreika, Valdas Móró, Levente Revonsuo, Antti Windt, Jennifer Valli, Katja Tsuchiya, Naotsugu Neurosci Conscious Research Article The Dream Catcher test defines the criteria for a genuine discovery of the neural constituents of phenomenal consciousness. Passing the test implies that some patterns of purely brain-based data directly correspond to the subjective features of phenomenal experience, which would help to bridge the explanatory gap between consciousness and brain. Here, we conducted the Dream Catcher test for the first time in a step-wise and simplified form, capturing its core idea. The Dream Catcher experiment involved a Data Team, which measured participants’ brain activity during sleep and collected dream reports, and a blinded Analysis Team, which was challenged to predict, based solely on brain measurements, whether or not a participant had a dream experience. Using a serial-awakening paradigm, the Data Team prepared 54 1-min polysomnograms of non-rapid eye movement sleep—27 of dreamful sleep and 27 of dreamless sleep (three of each condition from each of the nine participants)—redacting from them all associated participant and dream information. The Analysis Team attempted to classify each recording as either dreamless or dreamful using an unsupervised machine learning classifier, based on hypothesis-driven, extracted features of electroencephalography (EEG) spectral power and electrode location. The procedure was repeated over five iterations with a gradual removal of blindness. At no level of blindness did the Analysis Team perform significantly better than chance, suggesting that EEG spectral power could not be utilized to detect signatures specific to phenomenal consciousness in these data. This study marks the first step towards realizing the Dream Catcher test in practice. Oxford University Press 2020-07-15 /pmc/articles/PMC7362719/ /pubmed/32695475 http://dx.doi.org/10.1093/nc/niaa006 Text en © The Author(s) 2020. Published by Oxford University Press. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wong, William
Noreika, Valdas
Móró, Levente
Revonsuo, Antti
Windt, Jennifer
Valli, Katja
Tsuchiya, Naotsugu
The Dream Catcher experiment: blinded analyses failed to detect markers of dreaming consciousness in EEG spectral power
title The Dream Catcher experiment: blinded analyses failed to detect markers of dreaming consciousness in EEG spectral power
title_full The Dream Catcher experiment: blinded analyses failed to detect markers of dreaming consciousness in EEG spectral power
title_fullStr The Dream Catcher experiment: blinded analyses failed to detect markers of dreaming consciousness in EEG spectral power
title_full_unstemmed The Dream Catcher experiment: blinded analyses failed to detect markers of dreaming consciousness in EEG spectral power
title_short The Dream Catcher experiment: blinded analyses failed to detect markers of dreaming consciousness in EEG spectral power
title_sort dream catcher experiment: blinded analyses failed to detect markers of dreaming consciousness in eeg spectral power
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7362719/
https://www.ncbi.nlm.nih.gov/pubmed/32695475
http://dx.doi.org/10.1093/nc/niaa006
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