A Temporal Dependency Learning CNN With Attention Mechanism for MI-EEG Decoding

• Váldodahkkit: Xinzhi Ma (Dahkki), Weihai Chen (Dahkki), Zhongcai Pei (Dahkki), Jingmeng Liu (Dahkki), Bin Huang (Dahkki), Jianer Chen (Dahkki)
• Materiálatiipa: Girji
• Almmustuhtton: IEEE, 2023-01-01T00:00:00Z.
• Fáttát: article
• Liŋkkat: Connect to this object online.

Deep learning methods have been widely explored in motor imagery (MI)-based brain computer interface (BCI) systems to decode electroencephalography (EEG) signals. However, most studies fail to fully explore temporal dependencies among MI-related patterns generated in different stages during MI tasks...