EEG-based decoding of declarative memory formation

Taeho Kang, Yiyu Chen, Doyeon Kim, Siamac Fazli

Research output: Chapter in Book/Report/Conference proceedingConference 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 languageEnglish
Title of host publication4th International Winter Conference on Brain-Computer Interface, BCI 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781467378413
DOIs
Publication statusPublished - Apr 20 2016
Externally publishedYes
Event4th International Winter Conference on Brain-Computer Interface, BCI 2016 - Gangwon Province, Korea, Republic of
Duration: Feb 22 2016Feb 24 2016

Publication series

Name4th International Winter Conference on Brain-Computer Interface, BCI 2016

Conference

Conference4th International Winter Conference on Brain-Computer Interface, BCI 2016
CountryKorea, Republic of
CityGangwon Province
Period2/22/162/24/16

ASJC Scopus subject areas

  • Human-Computer Interaction

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  • Cite this

    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.. https://doi.org/10.1109/IWW-BCI.2016.7457460