Pilot considerations of brain activity detection based on difference of English words difficulty levels at recognition of English words
Author(s) -
Tatsuya Sasaki,
Yoritaka Akimoto,
Katsuko T. Nakahira
Publication year - 2018
Publication title -
procedia computer science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.334
H-Index - 76
ISSN - 1877-0509
DOI - 10.1016/j.procs.2018.08.041
Subject(s) - computer science , brain activity and meditation , electroencephalography , natural language processing , stimulus (psychology) , meaning (existential) , artificial intelligence , word (group theory) , speech recognition , cognitive psychology , linguistics , psychology , neuroscience , philosophy , psychotherapist
We performed pilot electroencephalography experiments to examine whether brain activity would reflect the difficulty levels of English words for Japanese English learner. During experiment, easy and difficult English words were visually presented and the participant responded whether he understood the meaning of the presented English word. We found that the most characteristic brain activity was a power decrease in the 10-20 Hz frequency band at 400-800 ms after stimulus presentation, which seemed to reflect the differences in the difficulty of the words. Future studies will focus on applying machine-learning techniques so as to classify brain activities for each word.
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