A survey on deep learning-based non-invasive brain signals: recent advances and new frontiers

• Published in: Journal of neural engineering Vol. 18; no. 3; p. 31002
• Main Authors: Zhang, Xiang, Yao, Lina, Wang, Xianzhi, Monaghan, Jessica, McAlpine, David, Zhang, Yu
• Format: Journal Article
• Language: English
• Published: England 01.06.2021
• Subjects: Algorithms; Brain; Brain-Computer Interfaces; Deep Learning; Electroencephalography - methods; Humans; brain signals; brain–computer interface; survey; deep learning algorithms

Brain signals refer to the biometric information collected from the human brain. The research on brain signals aims to discover the underlying neurological or physical status of the individuals by signal decoding. The emerging deep learning techniques have improved the study of brain signals signifi...