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

• मुख्य लेखकों: Hai Jia (लेखक), Shiqi Yu (लेखक), Shunjie Yin (लेखक), Lanxin Liu (लेखक), Chanlin Yi (लेखक), Kaiqing Xue (लेखक), Fali Li (लेखक), Dezhong Yao (लेखक), Peng Xu (लेखक), Tao Zhang (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: IEEE, 2023-01-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: 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...