Decoding micro-electrocorticographic signals by using explainable 3D convolutional neural network to predict finger movements.

Abstract

Authors

• Chao-Hung Kuo
  Department of Internal Medicine, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Division of Gastroenterology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan; Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan. Electronic address: kjh88kmu@gmail.com.
• Guan-Tze Liu
  Department of Neurosurgery, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
• Chi-En Lee
  Department of Biomedical Engineering, National Yang Ming Chiao Tung University, Taipei, Taiwan.
• Jing Wu
  School of Pharmaceutical Science, Jiangnan University, Wuxi, 214122, Jiangsu, China.
• Kaitlyn Casimo
  Center for Neurotechnology, University of Washington, Seattle, WA, USA.
• Kurt E Weaver
  Center for Neurotechnology, University of Washington, Seattle, WA, USA; Department of Radiology, and Integrated Brain Imaging Center, University of Washington, Seattle, WA, USA.
• Yu-Chun Lo
• You-Yin Chen
• Wen-Cheng Huang
  Department of Neurosurgery, Neurological Institute, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
• Jeffrey G Ojemann
  Department of Neurological Surgery, University of Washington, Seattle, WA, USA.

Keywords

External Resources