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

Yoo Rha Hong,Kyungwon Kim,Eunsoo Moon,Jeonghyun Park,Chi Eun Oh,Jung Hyun Lee,Min Yoon

Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology（2023）

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摘要

This study suggested that the prediction model on sleep-wake state using machine learning could show an improvement of the model performance when using moving average with raw data. The prediction model using locomotor activity can be useful in research on sleep-wake state.

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关键词

locomotor activity,infrared motion detector,machine learning,prediction,sleep-wake

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