Presentation | 2014-09-12 Person Authentication using EEG : Introduction of Principal Component Analysis for Examination of Discriminative Frequencies in Verification Takuya Yoshikawa, Isao Nakanishi, Shigang Li, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | We are studying the person authentication using EEG. In previous studies, we have found that the verification performance is significantly different for each frequency band of the EEG. However the reason is not clear. In this paper, we use the principle component analysis to examine the relationship between the verification performance and frequency bands. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Electroencephalogram (EEG) / Person Authentication / Principle Component Analysis |
Paper # | BioX2014-18,MBE2014-41 |
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Committee | MBE |
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Conference Date | 2014/9/5(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Registration To | ME and Bio Cybernetics (MBE) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Person Authentication using EEG : Introduction of Principal Component Analysis for Examination of Discriminative Frequencies in Verification |
Sub Title (in English) | |
Keyword(1) | Electroencephalogram (EEG) |
Keyword(2) | Person Authentication |
Keyword(3) | Principle Component Analysis |
1st Author's Name | Takuya Yoshikawa |
1st Author's Affiliation | Graduate School of Engineering, Tottori University() |
2nd Author's Name | Isao Nakanishi |
2nd Author's Affiliation | Graduate School of Engineering, Tottori University |
3rd Author's Name | Shigang Li |
3rd Author's Affiliation | Graduate School of Engineering, Tottori University |
Date | 2014-09-12 |
Paper # | BioX2014-18,MBE2014-41 |
Volume (vol) | vol.114 |
Number (no) | 213 |
Page | pp.pp.- |
#Pages | 5 |
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