Task Transfer Learning for EEG Classification in Motor Imagery-Based BCI System

The motor-imagery brain-computer interface system (MI-BCI) has a board prospect for development. However, long calibration time and lack of enough MI commands limit its use in practice. In order to enlarge the command set, we add the combinations of traditional MI commands as new commands into the c...

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Bibliographic Details
Main Authors: Xuanci Zheng, Jie Li, Hongfei Ji, Lili Duan, Maozhen Li, Zilong Pang, Jie Zhuang, Lu Rongrong, Gao Tianhao
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2020/6056383