Task-State EEG Signal Classification for Spatial Cognitive Evaluation Based on Multiscale High-Density Convolutional Neural Network

Author:

Wen Dong1ORCID,Li Rou2,Tang Hao2,Liu Yijun3,Wan Xianglong4,Dong Xianling1,Saripan M. Iqbal5ORCID,Lan Xifa6,Song Haiqing7,Zhou Yanhong8ORCID

Affiliation:

1. Institute of Artificial Intelligence, University of Science and Technology Beijing, Haidian, Beijing, China

2. Key Laboratory for Computer Virtual Technology and System Integration of Hebei Province, School of Information Science and Engineering, Yanshan University, Qinhuangdao, Hebei, China

3. School of Science, Yanshan University, Qinhuangdao, Hebei, China

4. Hebei Key Laboratory of Nerve Injury and Repair, Chengde Medical University, Chengde, China

5. Faculty of Engineering, Universiti Putra Malaysia (UPM), Serdang, Selangor Darul Ehsan, Malaysia

6. Department of Neurology, First Hospital of Qinhuangdao, Qinhuangdao, China

7. Department of Neurology, Xuanwu Hospital of Capital Medical University, Beijing, China

8. School of Mathematics and Information Science and Technology, Hebei Normal University of Science and Technology, Qinhuangdao, Hebei, China

Funder

National Natural Science Foundation of China

National Key Research and Development Program of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering,General Neuroscience,Internal Medicine,Rehabilitation

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