Cargando…
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...
Autores principales: | , , , , , , |
---|---|
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 |
_version_ | 1783559543020584960 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7362719 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT wongwilliam thedreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT noreikavaldas thedreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT morolevente thedreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT revonsuoantti thedreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT windtjennifer thedreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT vallikatja thedreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT tsuchiyanaotsugu thedreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT wongwilliam dreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT noreikavaldas dreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT morolevente dreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT revonsuoantti dreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT windtjennifer dreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT vallikatja dreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower AT tsuchiyanaotsugu dreamcatcherexperimentblindedanalysesfailedtodetectmarkersofdreamingconsciousnessineegspectralpower |