A novel transformer for attention decoding using EEG

• 主要作者: Lee, Joon Hei
• 其他作者: Guan Cuntai
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; EEG; Deep learning; Attention; Brain-computer interface
• 在線閱讀: https://hdl.handle.net/10356/175057
• 機構: Nanyang Technological University

Electroencephalography (EEG) attention classification plays a crucial role in brain-computer interface (BCI) applications. This paper introduces EEG-PatchFormer, a novel deep learning model leveraging transformers to achieve superior EEG attention decoding. We posit that transformers’ strength in ca...