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

• Asıl Yazarlar: Hai Jia (Yazar), Shiqi Yu (Yazar), Shunjie Yin (Yazar), Lanxin Liu (Yazar), Chanlin Yi (Yazar), Kaiqing Xue (Yazar), Fali Li (Yazar), Dezhong Yao (Yazar), Peng Xu (Yazar), Tao Zhang (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: IEEE, 2023-01-01T00:00:00Z.
• Konular: article
• Online Erişim: 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...