Golden subject is everyone: A subject transfer neural network for motor imagery-based brain computer interfaces

• Published in: Neural networks Vol. 151; pp. 111 - 120
• Main Authors: Sun, Biao, Wu, Zexu, Hu, Yong, Li, Ting
• Format: Journal Article
• Language: English
• Published: United States Elsevier Ltd 01.07.2022
• Subjects: BCI-illiterate; Brain computer interfaces (BCIs); Convolutional neural network (CNN); Golden subject; Motor imagery (MI); BCI-illiterate; Motor imagery (MI); Brain computer interfaces (BCIs); Convolutional neural network (CNN); Golden subject

Electroencephalographic measurement of cortical activity subserving motor behavior varies among different individuals, restricting the potential of brain computer interfaces (BCIs) based on motor imagery (MI). How to deal with this variability and thereby improve the accuracy of BCI classification r...