Author

Christelle Peyron

Centre de Recherche en Neurosciences de LyonORCID 0000-0002-9317-3546Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Neuroscience· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:electronic health records· 2 Organism:mouse· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Alessandro SilvaniiD· 1 shared Alexander Neergaard Zahid· 1 shared Anastasia Tsopanidou· 1 shared Antoine AdamantidisiD· 1 shared Birgitte Rahbek KornumiD· 1 shared Chiara BerteottiiD· 1 shared Christine EgebjergiD· 1 shared Frederikke Lynge Sørensen· 1 shared

Activity by Year

2018-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Alessandro SilvaniORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Lack of Consensus for Manual Mouse Sleep Scoring Limits Implementation of Automatic Deep Learning Models

Laura Rose, Alexander Neergaard Zahid, Javier García Ciudad, Christine Egebjerg, Louise Piilgaard, Frederikke Lynge Sørensen, Mie Maar Andersen, Tessa Radovanovic, Anastasia Tsopanidou, Maiken Nedergaard, Sébastien Arthaud, Renato Marciano Maciel, Christelle Peyron, Chiara Berteotti, Viviana Lo Martire, , Birgitte Rahbek Kornum

This study shows that automatic deep learning models for mouse sleep scoring struggle to generalize across labs due to signal variability and label noise, and proposes four robust models trained on diverse data.

bioRxiv · Mar 30, 2026 · PreprintNeuroscience

Improved sleep scoring in mice reveals human-like stages.

Marie Masako Lacroix, Gaëtan de Lavilléon, Julie M. Lefort, Karim El Kanbi, Sophie Bagur, Samuel Laventure, Yves A Dauvilliers, Christelle Peyron, Karim Benchenane

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

bioRxiv · Dec 7, 2018 · PreprintNeuroscience