A new EEG synchronization strength analysis method: S-estimator based normalized weighted-permutation mutual information

Synchronization is an important mechanism for understanding information processing in normal or abnormal brains. In this paper, we propose a new method called normalized weighted-permutation mutual information (NWPMI) for double variable signal synchronization analysis and combine NWPMI with S-estim...

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Bibliographic Details
Published in:	Neural networks Vol. 82; pp. 30 - 38
Main Authors:	Cui, Dong, Pu, Weiting, Liu, Jing, Bian, Zhijie, Li, Qiuli, Wang, Lei, Gu, Guanghua
Format:	Journal Article
Language:	English
Published:	United States Elsevier Ltd 01.10.2016
Subjects:	Aged Amnestic mild cognitive impairment Automatic Data Processing - methods Automatic Data Processing - trends Brain - physiology Brain - physiopathology Cognitive Dysfunction - diagnosis Cognitive Dysfunction - physiopathology Cortical Synchronization - physiology Diabetes Mellitus, Type 2 - diagnosis Diabetes Mellitus, Type 2 - physiopathology EEG Electroencephalography - methods Electroencephalography - trends Female Humans Male Mental Processes - physiology Middle Aged S-estimator Synchronization Type 2 diabetes mellitus Weighted-permutation mutual information Weighted-permutation mutual information Amnestic mild cognitive impairment Type 2 diabetes mellitus Synchronization S-estimator EEG
ISSN:	0893-6080, 1879-2782
Online Access:	Get full text
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