Electroencephalogram-based decoding cognitive states using convolutional neural network and likelihood ratio based score fusion

• Main Authors: Zafar, R., Dass, S.C., Malik, A.S.
• Format: Article
• Published: Public Library of Science 2017
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85019989084&doi=10.1371%2fjournal.pone.0178410&partnerID=40&md5=f240a8f7de2fbdad62d806485c6ff38a; http://eprints.utp.edu.my/19502/
• Institution: Universiti Teknologi Petronas

Electroencephalogram (EEG)-based decoding human brain activity is challenging, owing to the low spatial resolution of EEG. However, EEG is an important technique, especially for brain-computer interface applications. In this study, a novel algorithm is proposed to decode brain activity associated wi...