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Updated: Jan 29, 2026

Non-restraining EEG Radiotelemetry: Epidural and Deep Intracerebral Stereotaxic EEG Electrode Placement
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脑电图信号分类与数据增强用于焦点定位和深度睡眠检测

Ruixuan Chen1, Xin Ma1, Xusheng Li2

  • 1Graduate School of Engineering, Saitama Institute of Technology, Fukaya 369-0293, Japan.

Sensors (Basel, Switzerland)
|January 28, 2026
PubMed
概括

这项研究通过简单的数据增强来增强电脑图 (EEG) 深度学习模型. 轻量级技术,如时间转移,提高了对发作焦点定位和深度睡眠检测的分类准确性,特别是在有限的数据的情况下.

关键词:
卷积神经网络是一种卷积神经网络.数据增强数据增强深度睡眠是一种深度睡眠.发作的焦点.在k倍的交叉验证中.

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