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

4 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

Fingerprint Dive into the research topics of 'EEG-based decoding of declarative memory formation'. Together they form a unique fingerprint.

Cite this

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

@inproceedings{4c9faaf7a87f455aac5b7aec5c147559,

title = "EEG-based decoding of declarative memory formation",

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.",

author = "Taeho Kang and Yiyu Chen and Doyeon Kim and Siamac Fazli",

note = "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.; 4th International Winter Conference on Brain-Computer Interface, BCI 2016 ; Conference date: 22-02-2016 Through 24-02-2016",

year = "2016",

month = apr,

day = "20",

doi = "10.1109/IWW-BCI.2016.7457460",

language = "English",

series = "4th International Winter Conference on Brain-Computer Interface, BCI 2016",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "4th International Winter Conference on Brain-Computer Interface, BCI 2016",

address = "United States",

}

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.

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 -