Phase-Locked Time-Shift Data Augmentation Method for SSVEP Brain-Computer Interfaces

• Main Authors: Ximing Mai (Author), Jikun Ai (Author), Yuxuan Wei (Author), Xiangyang Zhu (Author), Jianjun Meng (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Steady-state visual evoked potential (SSVEP) based brain-computer interfaces (BCIs) have achieved an information transfer rate (ITR) of over 300 bits/min, but abundant training data is required. The performance of SSVEP algorithms deteriorates greatly under limited data, and the existing time-shift...