Temporally Local Weighting-Based Phase-Locked Time-Shift Data Augmentation Method for Fast-Calibration SSVEP-BCI

• Main Authors: Jiayang Huang (Author), Yidan Lv (Author), Zhi-Qiang Zhang (Author), Bang Xiong (Author), Quan Wang (Author), Bo Wan (Author), Pengfei Yang (Author)
• Format: Book
• Published: IEEE, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Various training-based spatial filtering methods have been proposed to decode steady-state visual evoked potentials (SSVEPs) efficiently. However, these methods require extensive calibration data to obtain valid spatial filters and temporal templates. The time-consuming data collection and calibrati...