Mathematical models of sleep regulation
Open accessAbstract
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 non-linear 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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The synaptic homeostasis hypothesis originated from Borbely's two process model of sleep, assumes that, apart from a circadian process C, sleep and specifically SWS is regulated by a homeostatic process S, which rises during waking and declines during sleep.
“The synaptic homeostasis hypothesis originated from Borbely's”
From About Sleep's Role in Memory (2013) · cites this paper as [8]
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References 86 · Cited by 358
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- Authors
- Achermann, P.
- Affiliations
- University of Zurich (CH)
- Corresponding author
- Achermann, Peter
- ORCID
- Achermann, Peter
- Venue
- Frontiers in Bioscience
- Publisher
- IMR Press
- Published
- 2003
- Volume
- 8
- Issue
- 6
- Pages
- s683-693
- ISSN
- 1093-4715 (ISSN-L)
- 1093-9946
- DOI
- 10.2741/1064
- OpenAlex
- W2033160906
- Cited by
- 358
- References
- 86
- Citations by year
- 2026: 8 · 2025: 16 · 2024: 14 · 2023: 17 · 2022: 14 · 2021: 14 · 2020: 19 · 2019: 24 · 2018: 11 · 2017: 14 · 2016: 17 · 2015: 15 · 2014: 19 · 2013: 25 · 2012: 19
- FWCI
- 1.17
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Frontiers in bioscience (publishedVersion)
- PubMed (publishedVersion)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion)
- Zurich Open Repository and Archive (University of Zurich)
- Funders
- National Science Foundation
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Sleep and Wakefulness Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Keywords
- sleep regulation, mathematical model, two-process model, sleep homeostasis, circadian rhythm, EEG slow-wave activity, NREM sleep, alertness
- MeSH terms
- Animals, Humans, Models, Theoretical, Sleep
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