English

Differential EEG Characteristics during Working Memory Encoding and Re-encoding

Neurons and Cognition 2021-12-14 v1 Human-Computer Interaction

Abstract

Many studies have discussed the difference in brain activity related to encoding and retrieval of working memory (WM) tasks. However, it remains unclear if there is a change in brain activation associated with re-encoding. The main objective of this study was to compare different brain states (rest, encoding, and re-encoding) during the WM task. We recorded brain activity from thirty-seven participants using an electroencephalogram and calculated power spectral density (PSD) and phase-locking value (PLV) for different frequencies. In addition, the difference in phase-amplitude coupling (PAC) between encoding and re-encoding was investigated. Our results showed that alpha PSD decreased as the learning progressed, and theta PLV, beta PLV, and gamma PLV showed differences between brain regions. Also, there was a statistically significant difference in PAC. These findings suggest the possibility of improving the efficiency of learning during re-encoding by understanding the differences in neural correlation related to learning.

Keywords

Cite

@article{arxiv.2112.06464,
  title  = {Differential EEG Characteristics during Working Memory Encoding and Re-encoding},
  author = {Gi-Hwan Shin and Young-Seok Kweon},
  journal= {arXiv preprint arXiv:2112.06464},
  year   = {2021}
}

Comments

Submitted to 2022 10th IEEE International Winter Conference on Brain-Computer Interface

R2 v1 2026-06-24T08:14:30.444Z