IFNet: An Interactive Frequency Convolutional Neural Network for Enhancing Motor Imagery Decoding From EEG

• Main Authors: Jiaheng Wang (Author), Lin Yao (Author), Yueming Wang (Author)
• Format: Knjiga
• Izdano: IEEE, 2023-01-01T00:00:00Z.
• Teme: article
• Online dostop: Connect to this object online.

Objective: The key principle of motor imagery (MI) decoding for electroencephalogram (EEG)-based Brain-Computer Interface (BCI) is to extract task-discriminative features from spectral, spatial, and temporal domains jointly and efficiently, whereas limited, noisy, and non-stationary EEG samples chal...