DynamicSleepNet:一个多出口的神经网络,具有适应性推断时间,用于睡眠阶段分类

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Updated: Jul 28, 2025

Author Spotlight: IntelliSleepScorer — A High-Accuracy, Accessible GUI Software for Automated Sleep Stage Scoring in Mice and its Application in Psychiatric Research
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Author Spotlight: IntelliSleepScorer — A High-Accuracy, Accessible GUI Software for Automated Sleep Stage Scoring in Mice and its Application in Psychiatric Research

Published on: November 8, 2024

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Wang Wenjian1, Xiao Qian1, Xue Jun1

  • 1School of Information Science, Yunnan University, Kunming, China.

Frontiers in physiology
|May 30, 2023
PubMed
概括

本研究介绍了DynamicSleepNet,这是一个高效的深度学习模型,用于使用电生理信号自动分类睡眠阶段. 它实现了高精度,同时显著降低了计算成本和模型大小,使其适合实际应用.

关键词:
注意力网络注意力网络深度适应性的深度适应性电生理学信号 电生理学信号功能融合功能融合功能多式多样化的多式模式睡眠阶段 睡眠阶段

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