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

• Hlavní autoři: Jiayang Huang (Autor), Yidan Lv (Autor), Zhi-Qiang Zhang (Autor), Bang Xiong (Autor), Quan Wang (Autor), Bo Wan (Autor), Pengfei Yang (Autor)
• Médium: Kniha
• Vydáno: IEEE, 2024-01-01T00:00:00Z.
• Témata: article
• On-line přístup: 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...