4.5 Article

Mathematical models of sleep regulation

Journal

FRONTIERS IN BIOSCIENCE-LANDMARK
Volume 8, Issue -, Pages S683-S693

Publisher

FRONTIERS IN BIOSCIENCE INC
DOI: 10.2741/1064

Keywords

circadian process; homeostatic process; interaction; mathematical models; simulation; two-process model; slow-wave activity; review

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The level of EEG slow-wave activity ( SWA) is determined by the duration of prior sleep and waking. SWA is a marker of nonREM sleep intensity and may serve as an indicator of sleep homeostasis. The two-process model of sleep regulation posits the interaction of the homeostatic Process S and the circadian Process C. Also models of neurobehavioral functions (three-process model; interactive models of alertness and cognitive throughput) are based on the concept of an interaction between homeostatic and circadian factors. Whether the interaction is linear or nonlinear is still unresolved. Models may serve as a guiding principle for specifying the relationship between processes occurring at the macroscopic and microscopic level of analysis.

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