Multi-dimensional conditional mutual information with application on the EEG signal analysis for spatial cognitive ability evaluation.

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作者： Dong,Wen ^[1] ; Rou,Li ^[2] ; Mengmeng,Jiang ^[2] ; Jingjing,Li ^[2] ; Yijun,Liu ^[3] ; Xianling,Dong ^[4] ; M Iqbal,Saripan ^[5] ; Haiqing,Song ^[6] ; Wei,Han ^[2] ; Yanhong,Zhou ^[7]

作者单位： Institute of Artificial Intelligence, University of Science and Technology Beijing, Beijing, China. ^[1] School of Information Science and Engineering, Yanshan University, Qinhuangdao, China. ^[2] School of Science, Yanshan University, Qinhuangdao, China. ^[3] Department of Biomedical Engineering, Chengde Medical University, Chengde, China. ^[4] Faculty of Engineering, Universiti Putra Malaysia, Serdang, Malaysia. ^[5] Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China. ^[6] School of Mathematics and Information Science and Technology, Hebei Normal University of Science and Technology, Qinhuangdao, China. Electronic address: yhzhou168@163.com. ^[7]

关键词 Coupling feature extraction Multi-dimensional conditional mutual information Multi-spectral image Spatial cognition Task-state EEG signal

主题词认知(Cognition);脑电描记术(Electroencephalography);人类(Humans)

DOI 10.1016/j.neunet.2021.12.010

PMID 35051867

发布时间 2022-03-02

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