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

• Autores principales: Hai Jia (Autor), Shiqi Yu (Autor), Shunjie Yin (Autor), Lanxin Liu (Autor), Chanlin Yi (Autor), Kaiqing Xue (Autor), Fali Li (Autor), Dezhong Yao (Autor), Peng Xu (Autor), Tao Zhang (Autor)
• Formato: Libro
• Publicado: IEEE, 2023-01-01T00:00:00Z.
• Materias: article
• Acceso en línea: 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...