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Machine Learning Algorithms for the Prediction of Locomotor Activity by an Infrared Motion Detector on the Sleep-wake States in Mice

OBJECTIVE: Even though studies using machine learning on sleep-wake states have been performed, studies in various conditions are still necessary. This study aimed to examine the performance of the prediction model of locomotor activities on sleep-wake states using machine learning algorithms. METHO...

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Detalles Bibliográficos
Autores principales: Hong, Yoo Rha, Kim, Kyungwon, Moon, Eunsoo, Park, Jeonghyun, Oh, Chi Eun, Lee, Jung Hyun, Yoon, Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean College of Neuropsychopharmacology 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10157008/
https://www.ncbi.nlm.nih.gov/pubmed/37119220
http://dx.doi.org/10.9758/cpn.2023.21.2.279