EEG-based decoding of declarative memory formation

Taeho Kang,Yiyu Chen,Doyeon Kim,Siamac Fazli

2016 4th International Winter Conference on Brain-Computer Interface (BCI)（2016）

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摘要

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.

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关键词

EEG-based decoding,declarative memory formation,neural basis,long-term memory formation,association pairs,retention performance,statistical analysis,single-trial classification,neurophysiological findings

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