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Updated: May 2, 2026

Basics of Multivariate Analysis in Neuroimaging Data
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非线性混合事件相关潜力的无监督分离,使用多元集群和非负矩阵因子化

Kai Zhang1, Xiaogang Hu2

  • 1Department of Mechanical Engineering, Pennsylvania State University, University Park, USA.

Computers in biology and medicine
|June 9, 2024
PubMed
概括

本研究引入了一种无监督学习方法,以准确地将非线性混合事件相关潜力 (ERP) 分离到个别刺激反应中. 这种新的方法在重建神经信号方面实现了高准确性,用于多感官感知研究.

关键词:
电脑脑电图 (EEG) 是一种电脑电图.与事件相关的潜在事件.多种类型的聚类.非线性源混合物 不线性源混合物非负矩阵因数分解的非负矩阵因数分解

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