Presentation 2012-03-15
Application of prewhitening beamformer with linear constraints on fMRI activated regions to reactivities of cortical EEG oscillations
Teruyoshi SASAYAMA, Shoji HAMADA, Tetsuo KOBAYASHI,
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Abstract(in English) The power increase/decrease of EEG rhythms (event-related synchronization/desynchronization, ERS/ERD) is often used to investigate human brain activities. When subjects execute movements and their imageries, ERS and ERD are observed in the vicinity of the sensorymotor area and the brain activity mostly in the primary motor area is also observed by fMRI. In this study, signal power related to ERS and ERD of μ rhythm (8-13Hz) were estimated by applying prewhitening beamformer with linear constraints to measured EEG and fMRI data during right/left wrist bending movements. It was found that the centers of estimated signal power of ERS and ERD of μ rhythm were located in the ipsilateral and contralateral sensorimotor area, respectively. This demonstrates that prewhitening beamformer with linear constraints is available for signal source estimation of ERS and/or ERD.
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Keyword(in English) EEG / fMRI / prewhitening beamformer / linear constraints
Paper # MBE2011-127
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Conference Information
Committee MBE
Conference Date 2012/3/7(1days)
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Registration To ME and Bio Cybernetics (MBE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Application of prewhitening beamformer with linear constraints on fMRI activated regions to reactivities of cortical EEG oscillations
Sub Title (in English)
Keyword(1) EEG
Keyword(2) fMRI
Keyword(3) prewhitening beamformer
Keyword(4) linear constraints
1st Author's Name Teruyoshi SASAYAMA
1st Author's Affiliation Graduate School of Engineering, Kyoto University:Japan Society for the Promotion of Science()
2nd Author's Name Shoji HAMADA
2nd Author's Affiliation Graduate School of Engineering, Kyoto University
3rd Author's Name Tetsuo KOBAYASHI
3rd Author's Affiliation Graduate School of Engineering, Kyoto University
Date 2012-03-15
Paper # MBE2011-127
Volume (vol) vol.111
Number (no) 482
Page pp.pp.-
#Pages 6
Date of Issue