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

被引:13
作者
Wong, William [1 ,2 ]
Noreika, Valdas [3 ,4 ,5 ]
Moro, Levente [4 ,5 ]
Revonsuo, Antti [4 ,5 ,6 ]
Windt, Jennifer [7 ]
Valli, Katja [4 ,5 ,6 ,8 ]
Tsuchiya, Naotsugu [1 ,2 ,9 ,10 ]
机构
[1] Monash Univ, Sch Psychol Sci, Melbourne, Vic, Australia
[2] Monash Univ, Turner Inst Brain & Mental Hlth, Melbourne, Vic, Australia
[3] Univ Cambridge, Dept Psychol, Cambridge, England
[4] Univ Turku, Dept Psychol, Turku, Finland
[5] Univ Turku, Turku Brain & Mind Ctr, Turku, Finland
[6] Univ Skovde, Sch Biosci, Dept Cognit Neurosci & Philosophy, Skovde, Sweden
[7] Monash Univ, Philosophy Dept, Clayton, Vic, Australia
[8] Turku Univ Hosp, Dept Perioperat Serv Intens Care & Pain Med, Turku, Finland
[9] Adv Telecommun Res Inst Int, Dept Dynam Brain Imaging, Seika, Kyoto, Japan
[10] Natl Inst Informat & Commun Technol, Ctr Informat & Neural Networks, Suita, Osaka, Japan
基金
澳大利亚研究理事会; 芬兰科学院;
关键词
NREM sleep; dreams; unconsciousness; EEG correlates; unsupervised machine learning; INTEGRATED INFORMATION; COGNITIVE NEUROSCIENCE; APPROXIMATE ENTROPY; PROPOFOL ANESTHESIA; NREM SLEEP; REM-SLEEP; BRAIN; MENTATION; RECALL; TIME;
D O I
10.1093/nc/niaa006
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
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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页数:19
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