A multi-classification algorithm based on multi-domain information fusion for motor imagery BCI

Open Webpage

Jiaqi Wang, Wanzhong Chen, Mingyang Li

Published: 01 Jan 2023, Last Modified: 30 Sept 2024Biomed. Signal Process. Control. 2023EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•An algorithm that fully fuses time-frequency-space domain information shows powerful performance capabilities.•A channel selection strategy that can be adapted to the subject's neural information.•The average classification accuracy of the 12 subjects is 77.7 %.•The results are improved by 26.2 % compared to the OVO-CSP method.