Distributional Representation of Cyclic Alternating Patterns for A-Phase Classification in Sleep EEG
Diana Laura Vergara-Sánchez,
Hiram Calvo,
Marco A. Moreno-Armendáriz
Abstract:This article describes a detailed methodology for the A-phase classification of the cyclic alternating patterns (CAPs) present in sleep electroencephalography (EEG). CAPs are a valuable EEG marker of sleep instability and represent an important pattern with which to analyze additional characteristics of sleep processes, and A-phase manifestations have been linked to some specific conditions. CAP phase detection and classification are not commonly carried out routinely due to the time and attention this problem… Show more
“…In [1], the authors offer a detailed methodology for the A-phase classification of cyclic alternating patterns (CAPs) in sleep EEG. CAPs are a valuable marker of sleep instability, and A-phase manifestations have been linked to specific conditions.…”
Brain–computer interfaces (BCI) have emerged as a groundbreaking and transformative technology enabling communication between humans and computers through neural systems, primarily electroencephalography (EEG) [...]
“…In [1], the authors offer a detailed methodology for the A-phase classification of cyclic alternating patterns (CAPs) in sleep EEG. CAPs are a valuable marker of sleep instability, and A-phase manifestations have been linked to specific conditions.…”
Brain–computer interfaces (BCI) have emerged as a groundbreaking and transformative technology enabling communication between humans and computers through neural systems, primarily electroencephalography (EEG) [...]
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.