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B-SOiD, an open-source unsupervised algorithm for identification and fast prediction of behaviors

Studying naturalistic animal behavior remains a difficult objective. Recent machine learning advances have enabled limb localization; however, extracting behaviors requires ascertaining the spatiotemporal patterns of these positions. To provide a link from poses to actions and their kinematics, we d...

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Detalles Bibliográficos
Autores principales: Hsu, Alexander I., Yttri, Eric A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8408193/
https://www.ncbi.nlm.nih.gov/pubmed/34465784
http://dx.doi.org/10.1038/s41467-021-25420-x