EEG classification across sessions and across subjects through transfer learning in motor imagery-based brain-machine interface system - Zheng, Minmin; Yang, Banghua; Xie, Yunlong (Medical & biological engineering & computing, 2020)
Keywords: Accuracy; Algorithms; Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; Brain; Brain-Computer Interfaces; Classification; Competition; Computer Applications; Datasets; EEG; Electroencephalography; Electroencephalography - instrumentation; Electroencephalography - methods; Euclidean geometry; Female; Hand; Healthy Volunteers; Human Physiology; Human-computer interface; Humans; Image classification; Imagery, Psychotherapy - methods; Imaging; Implants; Learning algorithms; Machine Learning; Male; Man-machine interfaces; Mental task performance; Motor skill learning; Original Article; Radiology; Signal Processing, Computer-Assisted; Support Vector Machine; Transfer learning; Young Adult; BCI; Motor imagery; test; Transfer learning; Paired; Euclidean distance; Paired t test