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Updated: Jan 13, 2026

Quantifying Infra-slow Dynamics of Spectral Power and Heart Rate in Sleeping Mice
Published on: August 2, 2017
Falling asleep follows a predictable bifurcation dynamic
Junheng Li1,2, Anastasia Ilina3,4, Robert Peach3,4,5
1Department of Brain Sciences, Imperial College London, London, UK. junheng.li17@imperial.ac.uk.
None:
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.
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