Learning EEG Representations With Weighted Convolutional Siamese Network: A Large Multi-Session Post-Stroke Rehabilitation Study

• Main Authors: Shuailei Zhang (Author), Kai Keng Ang (Author), Dezhi Zheng (Author), Qianxin Hui (Author), Xinlei Chen (Author), Yang Li (Author), Ning Tang (Author), Effie Chew (Author), Rosary Yuting Lim (Author), Cuntai Guan (Author)
• Format: Book
• Published: IEEE, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Although brain-computer interface (BCI) shows promising prospects to help post-stroke patients recover their motor function, its decoding accuracy is still highly dependent on feature extraction methods. Most current feature extractors in BCI are classification-based methods, yet very few works from...