Multiscale Convolutional Transformer for EEG Classification of Mental Imagery in Different Modalities

• Main Authors: Hyung-Ju Ahn (Author), Dae-Hyeok Lee (Author), Ji-Hoon Jeong (Author), Seong-Whan Lee (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

A new kind of sequence–to–sequence model called a transformer has been applied to electroencephalogram (EEG) systems. However, the majority of EEG–based transformer models have applied attention mechanisms to the temporal domain, while the connectivity between brain...