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Pilot considerations of brain activity detection based on difference of English words difficulty levels at recognition of English words

机译:基于英语单词识别时英语单词难度级别差异的大脑活动检测的试点注意事项

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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.
机译:我们进行了脑电图试验,以检查大脑活动是否可以反映日本英语学习者英语单词的难易程度。在实验过程中,直观地呈现了“易”和“难”的英语单词,并且参与者回答了他是否理解所呈现的英语单词的含义。我们发现,最有特色的大脑活动是在刺激出现后400-800毫秒内10-20 Hz频段的功率下降,这似乎反映了单词难度的差异。未来的研究将集中于应用机器学习技术,以便对每个单词的大脑活动进行分类。

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