Post-doc
School of Biomedical Engineering
Faculty of Medicine
Dalian University of Technology, China
Email: xswang@dlut.edu.cn; xs.wang@foxmail.com

Work Experience

• 2023.03 ~ Present: Post-doc, School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China.

Education

• 2019.03 ~ 2022.12: Ph.D., Software and Communications Engineering, Faculty of Information Technology, University of Jyväskylä, Finland.
  Supervisor: Prof. Tapani Ristaniemi, Prof. Tommi Kärkkäinen and Prof. Fengyu Cong
• 2016.09 ~ 2018.06: M.E., Biomedical Engineering, School of Biomedical Engineering, Faculty of Electronic and Electrical Engineering, Dalian University of Technology, Dalian, China.
• 2012.09 ~ 2016.06: B.E., Automation, College of Automation and Electronic Engineering, Qingdao University of Science and Technology, China.

Research interests

• Current research
  Epileptic seizure detection and prediction using scalp electroencephalogram (EEG) and intracranial EEG (iEEG) based on deep learning and machine learning methods. Details:
  1. Seizure detection and prediction
  2. Deep learning (convolutional neural networks, etc.)
  3. Marchine learning (SVM, KNN, etc.) and data mining (feature extraction, etc.)
  4. EEG data analysis and signal processing (ICA, PCA, etc.)
• Early research
  Event-related potentials (ERPs), including time domain analysis, time-frequency domain analysis, source localization and statistical analysis.

Programming

• Matlab & Python