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Related Concept Videos

Stages of Sleep01:22

Stages of Sleep

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Sleep progresses through distinct stages, each characterized by specific brain wave patterns and physiological responses ranging from wakefulness to stages of non-rapid eye movement, known as non-REM, to rapid eye movement, referred to as REM. Understanding these stages helps in recognizing how sleep supports various bodily and cognitive functions.
Before sleep begins, in wakefulness, the brain exhibits primarily beta waves, which are high in frequency and low in amplitude, indicating alertness...
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Updated: Apr 15, 2026

Multi-Modal Home Sleep Monitoring in Older Adults
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SleepPACNet: new convolutional neural network considering phase-amplitude coupling for automatic sleep stage

Taegyeong Lee1, Hyerin Nam2, JangJay Sohn3

  • 1Department of Electronic Engineering, Hanyang University, 222 Wangsimni-ro, Seongdong- gu, Seoul, 04763, Republic of Korea.

Scientific Reports
|April 13, 2026
PubMed
Summary

No abstract available in PubMed .

Keywords:
Automatic sleep stage classification (ASSC)Convolutional neural network (CNN)Electroencephalography (EEG)Hilbert transformPhase-amplitude coupling

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