Representative-Based Cold Start for Adaptive SSVEP-BCI

• Main Authors: Nanlin Shi (Author), Xiang Li (Author), Bingchuan Liu (Author), Chen Yang (Author), Yijun Wang (Author), Xiaorong Gao (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Objective: The tradeoff between calibration effort and model performance still hinders the user experience for steady-state visual evoked brain-computer interfaces (SSVEP-BCI). To address this issue and improve model generalizability, this work investigated the adaptation from the cross-dataset mode...