EEG-based decoding of declarative memory formation

Taeho Kang; Yiyu Chen; Doyeon Kim; Siamac Fazli

doi:10.1109/IWW-BCI.2016.7457460

EEG-based decoding of declarative memory formation

Taeho Kang, Yiyu Chen, Doyeon Kim, Siamac Fazli

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	4th International Winter Conference on Brain-Computer Interface, BCI 2016
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781467378413
DOIs	https://doi.org/10.1109/IWW-BCI.2016.7457460
Publication status	Published - Apr 20 2016
Externally published	Yes
Event	4th International Winter Conference on Brain-Computer Interface, BCI 2016 - Gangwon Province, Korea, Republic of Duration: Feb 22 2016 → Feb 24 2016

Publication series

Name	4th International Winter Conference on Brain-Computer Interface, BCI 2016

Conference

Conference	4th International Winter Conference on Brain-Computer Interface, BCI 2016
Country	Korea, Republic of
City	Gangwon Province
Period	2/22/16 → 2/24/16

ASJC Scopus subject areas

Human-Computer Interaction

Access to Document

10.1109/IWW-BCI.2016.7457460

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EEG-based decoding of declarative memory formation. / Kang, Taeho; Chen, Yiyu; Kim, Doyeon; Fazli, Siamac.

4th International Winter Conference on Brain-Computer Interface, BCI 2016. Institute of Electrical and Electronics Engineers Inc., 2016. 7457460 (4th International Winter Conference on Brain-Computer Interface, BCI 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Kang, T, Chen, Y, Kim, D & Fazli, S 2016, EEG-based decoding of declarative memory formation. in 4th International Winter Conference on Brain-Computer Interface, BCI 2016., 7457460, 4th International Winter Conference on Brain-Computer Interface, BCI 2016, Institute of Electrical and Electronics Engineers Inc., 4th International Winter Conference on Brain-Computer Interface, BCI 2016, Gangwon Province, Korea, Republic of, 2/22/16. https://doi.org/10.1109/IWW-BCI.2016.7457460

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