A Data Driving Approach for Resting-state EEG signal Classification of Schizophrenia with Control Participants using Random Matrix Theory

Haichun Liu12, TianHong Zhang34 Yumeng Ye12, Changchun Pan12, Genke Yang12, JiJun Wang34, Robert C. Qiu56, Fellow, IEEE 1Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai Jiaotong University, Shanghai 200240, China. 2Department of Automation, Shanghai Jiaotong University, Shanghai 200240, China. 3Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai Key Laboratory of Psychotic Disorders, Shanghai 200030, China 4Brain Science and Technology Research Center, Shanghai Jiao Tong University, Shanghai 200240, China. 5Department of Electrical Engineering,Shanghai Jiaotong University, Shanghai 200240, China. 6Department of Electrical and Computer Engineering, Tennessee Technological University, Cookeville, TN 38505, USA.