Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics
Caleb Weinreb, Jonah E Pearl, Sherry Lin, Mohammed Abdal Monium Osman, Libby Zhang, Sidharth Annapragada, Eli Conlin, Red Hoffman, Sofia Makowska, Winthrop F. Gillis, Maya Jay, Shaokai Ye, Alexander Mathis, Mackenzie Weygandt Mathis, Talmo Pereira, , Sandeep Robert Datta
Keypoint-MoSeq fits a generative model that tells tracking jitter apart from real movement, cutting pose time series into unsupervised sub-second behavioural syllables in mice.
bioRxiv · Mar 16, 2023 · PreprintNeuroscience