Assessment of nonnegative matrix factorization algorithms for electroencephalography spectral analysis

被引：0
作者：
Guoqiang Hu
Tianyi Zhou
Siwen Luo
Reza Mahini
Jing Xu
Yi Chang
Fengyu Cong
机构：
[1] Dalian University of Technology,School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering
[2] Beijing Normal University at Zhuhai,Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning
[3] Affiliated Zhongshan Hospital of Dalian University,Department of Neurology and Psychiatry
[4] First Affiliated Hospital,School of Artificial Intelligence, Faculty of Electronic Information and Electrical Engineering
[5] Dalian Medical University,Key Laboratory of Integrated Circuit and Biomedical Electronic System
[6] Dalian University of Technology,Faculty of Information Technology
[7] Dalian University of Technology,undefined
[8] University of Jyvaskyla,undefined
来源：
BioMedical Engineering OnLine | / 19卷
关键词：
Nonnegative matrix factorization; Stability; Clustering; EEG;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 222 条
[1]  
Kim J(2014)Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework J Glob Optim. 58 285-319
[2]  
He Y(2014)Nonnegative matrix and tensor factorizations: an algorithmic perspective IEEE Signal Process Mag 31 54-65
[3]  
Park H(1994)Positive matrix factorization: a non-negative factor model with optimal utilization of error estimates of data values Environmetrics. 5 111-126
[4]  
Zhou G(1999)Learning the parts of objects by non-negative matrix factorization Nature 401 788-791
[5]  
Cichocki A(2013)Nonnegative matrix factorization: a comprehensive review IEEE Trans Knowl Data Eng. IEEE 25 1336-1353
[6]  
Zhao Q(2001)Algorithms for non-negative matrix factorization Adv Neural Inf Process Syst. 62 556-562
[7]  
Xie S(2007)Functional compensation or pathology in cortico-subcortical interactions in preclinical Huntington’s disease? Neuropsychologia. 45 2922-2930
[8]  
Paatero P(2004)Parallel systems of error processing in the brain Neuroimage. 22 590-602
[9]  
Tapper U(2012)Developmental changes of BOLD signal correlations with global human EEG power and synchronization during working memory PLoS ONE 7 e39447-583
[10]  
Lee DD(2011)Neuronal dynamics underlying high- and low-frequency EEG oscillations contribute independently to the human BOLD signal Neuron 69 572-60
12345678910