A novel transformer for attention decoding using EEG

• المؤلف الرئيسي: Lee, Joon Hei
• مؤلفون آخرون: Guan Cuntai
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; EEG; Deep learning; Attention; Brain-computer interface
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175057
• المؤسسة: 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...