A circadian behavioral analysis suite for real-time classification of daily rhythms in complex behaviors

Summary: Long-term analysis of animal behavior has been limited by reliance on real-time sensors or manual scoring. Existing machine learning tools can automate analysis but often fail under variable conditions or ignore temporal dynamics. We developed a scalable pipeline for continuous, real-time a...

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Hlavní autoři:	Logan J. Perry, Gavin E. Ratcliff, Arthur Mayo, III, Blanca E. Perez, Larissa Rays Wahba, K.L. Nikhil, William C. Lenzen, Yangyuan Li, Jordan Mar, Isabella Farhy-Tselnicker, Wanhe Li, Jeff R. Jones
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2025-05-01
Edice:	Cell Reports: Methods
Témata:	CP: Neuroscience CP: Imaging
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S2667237525000864
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