科研速览 · Science Skim继续刷下去 · Keep skimming →
◆ Nature Neuroscience2025-10-28· Falling (accident)

Falling asleep follows a predictable bifurcation dynamic

Junheng Li, Anastasia Ilina, Robert L. Peach, Tianyu Wei, E. J. Rhodes, Valeria Jaramillo, Inês R. Violante, Mauricio Barahona, Derk‐Jan Dijk, Nir Grossman

原始摘要(英文原文)· Original abstract
Sleep is a fundamental part of our lives; yet, how our brain falls asleep remains one of the most enduring mysteries of neuroscience. Here we report a new conceptual framework to analyze and model this phenomenon. The framework represents the changes in brain electroencephalogram activity during the transition into sleep as a trajectory in a normalized feature space. We use the framework to show that the brain's wake-to-sleep transition follows bifurcation dynamics with a distinct tipping point preceded by a critical slowing down. We validate the bifurcation dynamics in two independent datasets, which include more than 1,000 human participants. Finally, we demonstrate the framework's utility by predicting a person's progression into sleep in real time with seconds temporal resolution and over 0.95 average accuracy.
读原文 · Read the paper ↗

AI 追问PRO

登录后使用 AI 追问

讨论区

登录后参与讨论

相关论文 · Related

Falling asleep follows a predictable bifurcation dynamic — 科研速览 Science Skim