脳波の個人特性を考慮した脳波分析法の提案

DOI Web Site Web Site BIBCODE 被引用文献11件 参考文献20件

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  • Proposal of the EEG Analysis Method Using the Individual Characteristic of the EEG
  • ノウハ ノ コジン トクセイ オ コウリョ シタ ノウハ ブンセキホウ ノ テイアン

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It is often known that an EEG has the individual characteristic. However, there are no researches to achieve the considering of the individual characteristic. Then, the analyzed frequency components of the EEG have that the frequency components in which characteristics are contained significantly, and that not. Moreover, these combinations have the individual difference. We think that these combinations are the individual characteristic of the EEG. In this paper, the EEG analysis method by using the GA and the FA and the NN is proposed. The GA is used for selecting the individual characteristic. The FA is used for extracting the characteristics data of the EEG. The NN is used for estimating extracted the characteristics data of the EEG. Finally, in order to show the effectiveness of the proposed method, computer simulations are done by classifying the EEG pattern.

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