Karim El Kanbi

The paper quantifies age-related changes in sleep slow waves using EEG data and a computational model, finding slowed dynamics, increased variability, and reduced amplitude with age.

The paper distinguishes between slow waves and delta waves during NREM sleep, showing type-1 slow waves are homeostatically regulated and linked to down states, while type-2 slow waves confuse the timing of hippocampal sharp-wave ripples.

This paper introduces a new classification of NREM sleep stages in mice, revealing human-like stages and their association with neuronal activity changes.