The Analysis of Brain Activity During Inner Speech of Vowel and Directional Prompts

In this study, we performed EEG analysis of auditory recall tasks in Japanese to enhance the performance of Brain-Computer Interfaces (BCI). We collected EEG data using Japanese vowel and direction prompts and conducted coherence analysis and Event-Related Spectral Perturbation (ERSP) analysis. The results showed that coherence in the high gamma band significantly increased during auditory recall for both types of prompts compared to baseline. Although the coherence difference between the vowel and direction prompts was small, with values within 0.05 across most channels, ERSP analysis revealed that specific electrodes were activated during auditory imagery of vowels. This suggests that auditory recall affects a broad network in the brain.

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Publication Details

Published
2024-11-21
DOI
https://doi.org/10.1109/bmeicon64021.2024.10896320
Primary Topic
Technology and Human Factors in Education and Health
Type
article
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article

The Analysis of Brain Activity During Inner Speech of Vowel and Directional Prompts

Keiji Iramina, Yutaro Nakada, Ryuji Tanabe
Technology and Human Factors in Education and Health
article

The Analysis of Brain Activity During Inner Speech of Vowel and Directional Prompts

Keiji Iramina, Yutaro Nakada, Ryuji Tanabe
article en

Abstract

In this study, we performed EEG analysis of auditory recall tasks in Japanese to enhance the performance of Brain-Computer Interfaces (BCI). We collected EEG data using Japanese vowel and direction prompts and conducted coherence analysis and Event-Related Spectral Perturbation (ERSP) analysis. The results showed that coherence in the high gamma band significantly increased during auditory recall for both types of prompts compared to baseline. Although the coherence difference between the vowel and direction prompts was small, with values within 0.05 across most channels, ERSP analysis revealed that specific electrodes were activated during auditory imagery of vowels. This suggests that auditory recall affects a broad network in the brain.

Kyushu University (JP)
Openalex Percentile: Top 60%
Technology and Human Factors in Education and Health
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