Motor Imagery Classification for Brain Computer Interface Using Deep Metric Learning

• Main Authors: Alwasiti, H., Yusoff, M.Z., Raza, K.
• Format: Article
• Published: Institute of Electrical and Electronics Engineers Inc. 2020
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85087279627&doi=10.1109%2fACCESS.2020.3002459&partnerID=40&md5=131d21e15985a293397fc8e33731293c; http://eprints.utp.edu.my/23225/

Deep metric learning (DML) has achieved state-of-the-art results in several deep learning applications. However, this type of deep learning models has not been tested on the classification of electrical brain waves (EEG) for brain computer interface (BCI) applications. For the first time, we propose...