TY - GEN
T1 - EEG-based decoding of declarative memory formation
AU - Kang, Taeho
AU - Chen, Yiyu
AU - Kim, Doyeon
AU - Fazli, Siamac
N1 - Funding Information:
This work was supported by the Brain Korea 21 Plus Program through the NRF of Korea funded by the Ministry of Education. This publication only reflects the authors views.
Publisher Copyright:
© 2016 IEEE.
Copyright:
Copyright 2016 Elsevier B.V., All rights reserved.
PY - 2016/4/20
Y1 - 2016/4/20
N2 - This study examines the neural basis of long-term memory formation. Subjects are instructed to learn association pairs on a given day and their retention performance is recorded on the next. We perform statistical analysis as well as single-trial classification to investigate whether EEG is able to predict longterm memory formation in single trials. Our preliminary results confirm previous neurophysiological findings, and show that the prediction of long-term memory formation is possible.
AB - This study examines the neural basis of long-term memory formation. Subjects are instructed to learn association pairs on a given day and their retention performance is recorded on the next. We perform statistical analysis as well as single-trial classification to investigate whether EEG is able to predict longterm memory formation in single trials. Our preliminary results confirm previous neurophysiological findings, and show that the prediction of long-term memory formation is possible.
UR - http://www.scopus.com/inward/record.url?scp=84969172376&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84969172376&partnerID=8YFLogxK
U2 - 10.1109/IWW-BCI.2016.7457460
DO - 10.1109/IWW-BCI.2016.7457460
M3 - Conference contribution
AN - SCOPUS:84969172376
T3 - 4th International Winter Conference on Brain-Computer Interface, BCI 2016
BT - 4th International Winter Conference on Brain-Computer Interface, BCI 2016
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th International Winter Conference on Brain-Computer Interface, BCI 2016
Y2 - 22 February 2016 through 24 February 2016
ER -