Within-fly effect direction (wake – anesthesia) consistency of hctsa features across all flies. (

a) Differences in scaled hctsa values between wakefulness and anesthesia/sleep in all the flies, averaged across channels and epochs for each feature. Each row corresponds to one fly from each of the datasets (N = 13 discovery, <i&...

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Bibliografiset tiedot
Päätekijä:	Angus Leung (10204592) (author)
Muut tekijät:	Ahmed Mahmoud (745253) (author), Travis Jeans (675779) (author), Ben D. Fulcher (12451893) (author), Bruno van Swinderen (263663) (author), Naotsugu Tsuchiya (143920) (author)
Julkaistu:	2025
Aiheet:	Medicine Cell Biology Genetics Neuroscience Physiology Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified local field potentials known potential markers four independent groups even slight variations equally promising candidates different research fields certain frequency bands relatively simple brain series features originating series features correlate wakefulness remained correlated drosophila melanogaster </ div >< p consciousness remain elusive many known features interpret identified features >), extracting features generalize across datasets series features related quality neural recordings fly brain (< sleep across flies series features generalize across fly brain spectral features neural mechanisms evaluation datasets nalysis (< flies (< theoretical priors theoretical justifications stage 2 stage 1 spectral power second issue results caution registered report reduce generalizability recordings obtained previous studies originally blinded n </ maximally agnostic massive library longer timescale ime -< ignored due hctsa </ h </
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Within-fly effect direction (wake – anesthesia) consistency of <i>hctsa</i> features across all flies. (

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