LG-Sleep reports 0.85 accuracy and 0.75 macro F1 for subject-independent three-class mouse sleep scoring from EEG, outperforming CNN, LSTM, FC, and three prior methods on the authors' dataset.
Rapid assessment of sleep-wake behavior in mice,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
LG-Sleep: Local and Global Temporal Dependencies for Mice Sleep Scoring
LG-Sleep reports 0.85 accuracy and 0.75 macro F1 for subject-independent three-class mouse sleep scoring from EEG, outperforming CNN, LSTM, FC, and three prior methods on the authors' dataset.