End-to-end sleep staging using convolutional neural network in raw single-channel EEG

Biomedical Signal Processing and Control, vol. 63, pp. 102203

Authors 8

1. Fan Li

   Dalian University of Technology

   Affiliation as printed

   School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian, China

2. Rui Yan

   Dalian University of Technology · University of Jyväskylä

   Affiliation as printed

   Faculty of Information Technology, University of Jyväskylä, 40014, Jyväskylä, Finland

   School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian, China

3. Reza Mahini

   Dalian University of Technology · University of Jyväskylä

   Affiliation as printed

   Faculty of Information Technology, University of Jyväskylä, 40014, Jyväskylä, Finland

   School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian, China

4. Lai Wei

   Dalian University · Affiliated Zhongshan Hospital of Dalian University

   Affiliation as printed

   Otolaryngology Department, Affiliated Zhongshan Hospital of Dalian University, 116001, Dalian, China

5. Zhiqiang Wang

   Dalian University · Affiliated Zhongshan Hospital of Dalian University

   Affiliation as printed

   Otolaryngology Department, Affiliated Zhongshan Hospital of Dalian University, 116001, Dalian, China

6. Klaus Mathiak Aachen Department of Psychiatry, Psychotherapy and Psychosomatics

   Universitätsklinikum Aachen · RWTH Aachen University

   Affiliation as printed

   Department of Psychiatry, Psychotherapy and Psychosomatics, RWTH Aachen University, Uniklinik RWTH Aachen, Pauwelsstr. 30, 52074, Aachen, Germany

7. Rong Liu

   Dalian University of Technology

   Affiliation as printed

   School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian, China

8. Fengyu Cong corresponding

   Dalian University of Technology · University of Jyväskylä

   Affiliation as printed

   Faculty of Information Technology, University of Jyväskylä, 40014, Jyväskylä, Finland

   Key Laboratory of Integrated Circuit and Biomedical Electronic System, Liaoning Province, Dalian University of Technology, 116024, Dalian, China

   School of Artificial Intelligence, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian, China

   School of Biomedical Engineering, Faculty of Electronic Information and Electrical Engineering, Dalian University of Technology, 116024, Dalian, China