Eliminating or Shortening the Calibration for a P300 Brain–Computer Interface Based on a Convolutional Neural Network and Big Electroencephalography Data: An Online Study

• Main Authors: Wei Gao (Author), Weichen Huang (Author), Man Li (Author), Zhenghui Gu (Author), Jiahui Pan (Author), Tianyou Yu (Author), Zhu Liang Yu (Author), Yuanqing Li (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

A brain-computer interface (BCI) measures and analyzes brain activity and converts it into computer commands to control external devices. Traditional BCIs usually require full calibration, which is time-consuming and makes BCI systems inconvenient to use. In this study, we propose an online P300 BCI...