E
Eduardo Aubert-Vazquez
Researcher at Cuban Neuroscience Center
Publications - 12
Citations - 710
Eduardo Aubert-Vazquez is an academic researcher from Cuban Neuroscience Center. The author has contributed to research in topics: Electroencephalography & Bayesian probability. The author has an hindex of 7, co-authored 10 publications receiving 634 citations.
Papers
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Journal ArticleDOI
Bayesian model averaging in EEG/MEG imaging.
TL;DR: The Bayesian Theory is used to formulate the Inverse Problem (IP) of the EEG/MEG by considering a third level of inference that has been systematically omitted by previous Bayesian formulations of the IP, known as Bayesian model averaging (BMA).
Journal ArticleDOI
3D statistical parametric mapping of EEG source spectra by means of variable resolution electromagnetic tomography (VARETA)
Jorge Bosch-Bayard,Pedro A. Valdes-Sosa,Trinidad Virues-Alba,Eduardo Aubert-Vazquez,E. Roy John,Thalía Harmony,J. Riera-Diaz,Nelson J. Trujillo-Barreto +7 more
TL;DR: A new method for 3D QEEG tomography in the frequency domain using a variant of Statistical Parametric Mapping is presented for source log spectra and the statistical issues involved are addressed by the use of extreme value statistics.
Journal ArticleDOI
Bayesian M/EEG source reconstruction with spatio-temporal priors.
TL;DR: A Bayesian spatio-temporal model for source reconstruction of M/EEG data is proposed, efficiently inverted by using the Variational Bayes framework under a convenient mean-field approximation (VB-GLM).
Book ChapterDOI
Decomposing EEG Data into Space-Time-Frequency Components Using Parallel Factor Analysis and Its Relation with Cerebral Blood Flow
Fumikazu Miwakeichi,Pedro A. Valdes-Sosa,Eduardo Aubert-Vazquez,Jorge Bosch Bayard,Jobu Watanabe,Hiroaki Mizuhara,Yoko Yamaguchi +6 more
TL;DR: It is shown that the proposed decomposition can be used to search for activity with a given spectral and topographic profile in new recordings, and that the method may be useful for artifact recognition and removal.
Journal ArticleDOI
The Cuban Human Brain Mapping Project, a young and middle age population-based EEG, MRI, and cognition dataset.
Pedro A. Valdes-Sosa,Pedro A. Valdes-Sosa,Lídice Galán-García,Jorge Bosch-Bayard,Jorge Bosch-Bayard,Jorge Bosch-Bayard,Maria L. Bringas-Vega,Maria L. Bringas-Vega,Eduardo Aubert-Vazquez,Iris Rodriguez-Gil,Samir Das,Cécile Madjar,Trinidad Virues-Alba,Zia Mohades,Leigh C. MacIntyre,Christine Rogers,Shawn Brown,Lourdes Valdés-Urrutia,Alan C. Evans,Mitchell Valdés-Sosa,Mitchell Valdés-Sosa +20 more
TL;DR: The Cuban Human Brain Mapping Project (CHBMP) repository as discussed by the authors is an open multimodal neuroimaging and cognitive dataset from 282 young and middle age healthy participants (319± 93 years, age range 18-68 years) acquired from 2004 to 2008 as a subset of a larger stratified random sample of 2,019 participants from La Lisa municipality in La Habana, Cuba.