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
• Other Authors: School of Computer Science and Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2021
• Subjects: Engineering::Computer science and engineering; Steady State Visual Evoked Potentials; Filter Banks
• Online Access: https://hdl.handle.net/10356/147516
• Institution: 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...