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Towards blinded classification of loss of consciousness: distinguishing wakefulness from general anesthesia and sleep in flies using a massive library of univariate time series analyses

2023-06-13

Abstract excerpt

<p>The neural mechanisms of consciousness remain elusive. Previous studies on both human and non-human animals, through manipulation of level of conscious arousal, have reported that specific time-series features correlate with level of consciousness, such as spectral power in certain frequency bands. However, such features often lack principled, theoretical justifications as to why they should be related with lev...

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Literature Corpus work
ef5cd649-5e76-5a9c-a266-b6dca8a230b6
DOI
10.31234/osf.io/rmsv8
Open publication

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Towards blinded classification of loss of consciousness: distinguishing wakefulness from general anesthesia and sleep in flies using a massive library of univariate time series analysesDOI 10.31234/osf.io/rmsv8
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