Presentation 2015-03-17
Portable BMI System using Phase Template Matching Analysis of Steady State Visual Evoked Potential
Takashi SHINOZAKI, Yusuke YOKOTA, Yasushi NARUSE,
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Abstract(in English) This study proposes a novel analysis method for steady-state visual-evoked responses (SSVEP), named phase template matching analysis, and develops portable BMI systems using the method. The method focused the phase information of SSVEP which is more robust than the amplitude information, and accompanied with 'phase tagging' method. The developed BMI system is powered by a portable battery, and enables a BMI control of a small humanoid robot with a portable system size. Moreover, the system is extended to a immersive BMI system using head mounted display (HMD) for the presentation of visual stimulus, resulting good accuracy in a discrimination task under daily life environment.
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Keyword(in English) SSVEP / Tagging / BMI / EEG / MEG
Paper # MBE2014-154,NC2014-105
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Committee NC
Conference Date 2015/3/9(1days)
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Paper Information
Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Portable BMI System using Phase Template Matching Analysis of Steady State Visual Evoked Potential
Sub Title (in English)
Keyword(1) SSVEP
Keyword(2) Tagging
Keyword(3) BMI
Keyword(4) EEG
Keyword(5) MEG
1st Author's Name Takashi SHINOZAKI
1st Author's Affiliation BIT Laboratory, CiNet, NICT()
2nd Author's Name Yusuke YOKOTA
2nd Author's Affiliation BIT Laboratory, CiNet, NICT
3rd Author's Name Yasushi NARUSE
3rd Author's Affiliation BIT Laboratory, CiNet, NICT
Date 2015-03-17
Paper # MBE2014-154,NC2014-105
Volume (vol) vol.114
Number (no) 515
Page pp.pp.-
#Pages 6
Date of Issue