Optimizing filter-bank canonical correlation analysis for fast response SSVEP Brain-Computer Interface (BCI)

• Main Authors: Phyo Wai, Aung Aung, Guo, Heng, Chi, Ying, Zhang, Lei, Hua, Xian-Sheng, Guan, Cuantai
• 其他作者: School of Computer Science and Engineering
• 格式: Conference or Workshop Item
• 語言: English
• 出版: 2021
• 主題: Engineering::Computer science and engineering; Steady State Visual Evoked Potentials; Filter Banks
• 在線閱讀: https://hdl.handle.net/10356/147516
• 機構: Nanyang Technological University

Steady-State Visual Evoked Potential (SSVEP) BCI brings high accuracy and consistent performance across subjects at the expense of a long stimulus presentation time window. Several recent methods exploited subject-specific features to improve SSVEP recognition performance in a short time window less...