Subject-Independent Brain-Computer Interfaces with Open-Set Subject Recognition

• Published in: arXiv.org
• Main Authors: Han, Dong-Kyun, Kim, Dong-Young, Jang, Geun-Deok
• Format: Paper Journal Article
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 19.01.2023
• Subjects: Coders; Computer Science - Artificial Intelligence; Domains; Electroencephalography; Feature extraction; Human-computer interface; Recognition

A brain-computer interface (BCI) can't be effectively used since electroencephalography (EEG) varies between and within subjects. BCI systems require calibration steps to adjust the model to subject-specific data. It is widely acknowledged that this is a major obstacle to the development of BCI...