Classification performance of hctsa features. (

a) Values of hctsa features in the discovery flies, at Channel 6. Each row corresponds to an individual 2.25 s epoch, from 13 flies (F) during wakefulness (W) and anesthesia (A). Each row displays scaled values for all valid features for the channel. Fe...

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Detalles Bibliográficos
Autor Principal:	Angus Leung (10204592) (author)
Outros autores:	Ahmed Mahmoud (745253) (author), Travis Jeans (675779) (author), Ben D. Fulcher (12451893) (author), Bruno van Swinderen (263663) (author), Naotsugu Tsuchiya (143920) (author)
Publicado:	2025
Subjects:	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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Classification performance of <i>hctsa</i> features. (

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