Explainable Deep-Learning Prediction for Brain–Computer Interfaces Supported Lower Extremity Motor Gains Based on Multistate Fusion

• Main Authors: Ping-Ju Lin (Author), Wei Li (Author), Xiaoxue Zhai (Author), Zhibin Li (Author), Jingyao Sun (Author), Quan Xu (Author), Yu Pan (Author), Linhong Ji (Author), Chong Li (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Predicting the potential for recovery of motor function in stroke patients who undergo specific rehabilitation treatments is an important and major challenge. Recently, electroencephalography (EEG) has shown potential in helping to determine the relationship between cortical neural activity and moto...