EEG-based optimization of eye state classification using modified-BER metaheuristic algorithm
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DOI: 10.1038/s41598-024-74475-5
Abstract: This article introduces the Modified Al-Biruni Earth Radius (MBER) algorithm, which seeks to improve the precision of categorizing eye states as either open (0) or closed (1). The evaluation of the proposed algorithm was assessed… read more here.
Keywords: classification; eye state; proposed algorithm; optimization ... See more keywords
Eye state asymmetry during aquatic unihemispheric slow wave sleep in northern fur seals (Callorhinus ursinus)
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DOI: 10.1371/journal.pone.0217025
Abstract: Unihemispheric slow wave sleep (USWS) is a unique form of sleep in which one brain hemisphere maintains low voltage electrical activity indicative of waking while the opposite exhibits slow wave electrical activity indicative of sleep.… read more here.
Keywords: fur seals; sleep; eye state; slow wave ... See more keywords
Unsupervised Learning of Eye State Prototypes for Semantically Rich Blinking Detection
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DOI: 10.3233/shti240731
Abstract: Blinking contributes to the health and protection of the eye and also holds potential in the context of muscle or nerve disorder diagnosis. Traditional methods of classifying eye blinking as open or closed are insufficient,… read more here.
Keywords: detection; learning eye; unsupervised learning; eye state ... See more keywords
YOLO Model-Based Eye Movement Detection During Closed-Eye State
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DOI: 10.3390/app15094981
Abstract: Eye movement detection technology holds significant potential across medicine, psychology, and human–computer interaction. However, traditional methods, which primarily rely on tracking the pupil and cornea during the open-eye state, are ineffective when the eye is… read more here.
Keywords: detection; eye state; eye; movement detection ... See more keywords