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

• Egile Nagusiak: Jiayang Huang (Egilea), Yidan Lv (Egilea), Zhi-Qiang Zhang (Egilea), Bang Xiong (Egilea), Quan Wang (Egilea), Bo Wan (Egilea), Pengfei Yang (Egilea)
• Formatua: Liburua
• Argitaratua: IEEE, 2024-01-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: 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...