A Model Combining Multi Branch Spectral-Temporal CNN, Efficient Channel Attention, and LightGBM for MI-BCI Classification

• Main Authors: Hai Jia (Author), Shiqi Yu (Author), Shunjie Yin (Author), Lanxin Liu (Author), Chanlin Yi (Author), Kaiqing Xue (Author), Fali Li (Author), Dezhong Yao (Author), Peng Xu (Author), Tao Zhang (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Accurately decoding motor imagery (MI) brain-computer interface (BCI) tasks has remained a challenge for both neuroscience research and clinical diagnosis. Unfortunately, less subject information and low signal-to-noise ratio of MI electroencephalography (EEG) signals make it difficult to decode the...