Learning EEG Representations With Weighted Convolutional Siamese Network: A Large Multi-Session Post-Stroke Rehabilitation Study

Author:

Zhang Shuailei1ORCID,Ang Kai Keng2ORCID,Zheng Dezhi3ORCID,Hui Qianxin1,Chen Xinlei4ORCID,Li Yang4,Tang Ning5ORCID,Chew Effie5,Lim Rosary Yuting2ORCID,Guan Cuntai6ORCID

Affiliation:

1. School of Instrumentation and Optoelectronic Engineering, Beihang University, Beijing, China

2. Agency for Science, Technology and Research, Institute for Infocomm Research, Fusionopolis, Singapore

3. Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Instrumentation and Optoelectronic Engineering, Research Institute for Frontier Science, Beihang University, Beijing, China

4. Shenzhen International Graduate School, Tsinghua University, Beijing, China

5. Department of Medicine, Division of Rehabilitation Medicine, National University Hospital, Lower Kent Ridge Rd, Singapore

6. School of Computer Science and Engineering, Nanyang Technological University, nanyang, Singapore

Funder

A*STAR RIE2020 AME Progammatic Fund

National Natural Science Foundation of China

China Scholarship Council

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Biomedical Engineering,General Neuroscience,Internal Medicine,Rehabilitation

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