Open Access

ARTICLE

A Survey on Machine Learning Algorithms in Little-Labeled Data for Motor Imagery-Based Brain-Computer Interfaces

Yuxi Jia¹, Feng Li^1,2, Fei Wang^1,2,*, Yan Gui^1,2,3

1 School of Computer and Communication Engineering, Changsha University of Science and Technology, Changsha, 410114, China.
2 Hunan Provincial Key Laboratory of Intelligent Processing of Big Data on Transportation, Changsha University of Science and Technology, Changsha, 410114, China.
3 School of Mechanical and Aerospace Engineering, Nanyang Technological University, Singapore , 639798, Singapore.

*Corresponding Author: Fei Wang. Email: .