A single-channel EEG classification system for multiscale characterization of mouse vigilance state
Long-term analysis of mouse sleep is constrained by the dependence of conventional scoring on expert interpretation of electroencephalographic (EEG) and electromyographic (EMG) recordings. We developed a channel-agnostic, EEG-only framework that combines cross-animal sleep-stage classification, causal temporal organiza...