Grouping of similar leftward and rightward head movements by the categorical HMM.

<p>Plots represent the joint visualization of the trajectories of in the head reference frame (purple) and of the animal’s heading in the Earth reference frame (orange) for the top 10 segments of pairs of clusters associated with four hidden states (see subsection 2.2 in <a href="http:...

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Главный автор:	Romain Fayat (22404831) (author)
Другие авторы:	Marie Sarraudy (22404834) (author), Clément Léna (620337) (author), Daniela Popa (645591) (author), Pierre Latouche (4249681) (author), Guillaume P. Dugué (17560534) (author)
Опубликовано:	2025
Предметы:	Genetics Neuroscience Biotechnology Cancer Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified subtle motor changes rodent neurophysiological devices providing unparalleled access parkinson &# 8217 inertial time series include orienting movements imposes environmental constraints computationally efficient change based probabilistic clustering unbiased behavioral analysis order behavioral structures view video tracking minimal computational cost elementary components remains candidate behavioral motifs statistically homogeneous segments behavioral phenotyping video recordings identified motifs grooming components computational neuroethology unsupervised framework point detection pipeline detects olfactory exploration motif sequence methodology offers limited scalability induced dyskinesia easily scalable current standard commonly integrated central challenge body kinematics
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Grouping of similar leftward and rightward head movements by the categorical HMM.

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