A group of scientists ranging from mathematicians,physicists,computer scientists,neurologist,neurosurgeons,psychologists,electrical and electronic engineers,signal processors and analyses specialists who are interested researchers in this fieldSee More
This group focuses on modeling the activity of neural masses, rather than of individual neurons. Of particular interest are "mean field" type of methods: their mathematical analysis, numerical computation, and "real world" application.
Effective Connecitivity
Granger Causality
Statistics
Active Screening of Brain Disorders
Current title/position:
MD
Ph.D.
Senior Professor
Senior Researcher
Full member Cuban and Latin American Academey of Sciences
Coordinator Cuban and Latin American Brain Mapping Project
Current affiliation/employer:
Vice-Director
Cuban Neuroscience Center (CNEURO)
Collaborators:
CNEURO:
Mitchell Valdes
Maria Antonieta Bobes
Lester Melie
Eduardo Martinez
Pedro A. Valdes-Hernandez
Lidice Galan
Jorge Bosch
Abroad
Karl Friston
Kamil Uludag
Keith Worsley (Deceased)
Viktor Jirsa
Alan Evans
Tohru Ozaki
Bobes, M. A., Garcia, Y. F., Lopera, F., Quiroz, Y. T., Galan, L., Vega, M., Trujillo, N., Valdes-Sosa, M., and Valdes-Sosa, P., 2009 ERP generator anomalies in presymptomatic carriers of the Alzheimer's disease E280A PS-1 mutation. Hum.Brain Mapp.;
Uludag, K., Evans, A. C., la-Maggiore, V., Kochen, S., Amaro, E., Sierra, O., Valdes-Hernandez, P., Medina, V., and Valdes-Sosa, P. 2009 Latin American Brain Mapping Network (LABMAN).NeuroImage; In Press
Pedro A. Valdes-Sosa, Jose Miguel Sanchez-Bornot, Roberto Carlos Sotero, Yasser Iturria-Medina, Yasser Aleman-Gomez, Jorge Bosch-Bayard, Felix Carbonell, Tohru Ozaki Model driven EEG/fMRI fusion of brain oscillations. Human Brain Mapping, 30: 2701- 2721
Valdes-Sosa, P. A., Vega-Hernandez, M., Sanchez-Bornot, J. M., Martinez-Montes, E., and Bobes, M. A. EEG source imaging with spatio-temporal tomographic nonnegative independent component analysis.Hum.Brain Mapp.2009;30 (6)1898-1910.
Eduardo Martínez-Montes, Elena R. Cuspineda-Bravo, Wael El-Deredy, José M. Sánchez-Bornot, Agustín Lage-Castellanos, Pedro A.Valdés-Sosa, (2008). Exploring event-related brain dynamics with tests on complex valued time-frequency representations. Statistics in Medicine, 27:2922–2947. DOI: 10.1002/sim.3132
Mayrim Vega-Hernández, Eduardo Martínez-Montes, José M. Sánchez-Bornot, Agustín Lage-Castellanos, Pedro A. Valdés-Sosa (2008). Penalized Least Squares methods for solving the EEG Inverse Problem. Statistica Sinica, 18: 1535-1551.
José M. Sánchez-Bornot, Eduardo Martínez-Montes, Agustín Lage-Castellanos, Mayrim Vega-Hernández and Pedro A. Valdés-Sosa (2008). Uncovering sparse brain effective connectivity: a voxel-based approach using penalized regression. Statistica Sinica, 18: 1501-1518.
Eduardo Martínez-Montes, José M. Sánchez-Bornot, Pedro A. Valdés-Sosa (2008). Penalized PARAFAC analysis of spontaneous EEG recordings. Statistica Sinica, 18:1449-1464
Valdes Sosa P:A:, Sánchez Bornot J.M., Vega Hernández M., Melie García L., Lage Castellanos A. and Canales Rodríguez E. (2006). Granger Causality on Spatial Manifolds: Applications to Neuroimaging.. Handbook of Time Series Analysis. Eds. B. Schelter, M. Winterhalder and J. Timmer. Pags. 461-485.
Riera J.J. Valdés P.A., Tanabe K., Kawashima R., (2006) A theoretical formulation of electrophysiological inverse problem on the sphere . Phys. Med. Biol. 51, 1737-1758.
Muller MM, Andersen S, Trujillo NJ, Valdes-Sosa P, Malinowski P, Hillyard SA, (2006). Feature-selective attention enhances color signals in early visual areas of the human brain. Proc. Natl. Acad. Sci. U. S A 103: 14250-14254.
Valdes-Sosa P.A., Sanchez-Bornot J.M., Lage-Castellanos A., Vega-Hernandez M., Bosch-Bayard J., Melie-Garcia L., and Canales-Rodriguez E. (2005) Estimating brain functional connectivity with sparse multivariate autoregression. Philos. Trans. R Soc. Lond B Biol. Sci. 360, 969-981.
Trujillo-Barreto, N.J. Aubert-Vázquez, E. Valdés-Sosa P.A.. (2004) Bayesian Model Averaging in EEG/MEG imaging. Neuroimage. 21, 1300-1319
Valdes-Sosa P., (2004) Spatio-temporal autoregressive models defined over brain manifolds. Neuroinformatics 2, 239-250
Comment Wall (3 comments)
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My problem is we do not have any fundamental scientist in that field in Malaysia,so I would suggest a small group of Cuban scientist(2),one or two of our clinical scientist to combine,we will invite our collegues from physics and mathematics from the whole of Malaysia.I need to prepare a budget early for this.the participants will have to pay for the course.DrJafri
Dear Pedro,Welcome,yes,I hope to have a 2011 summer or autumn course in basic signal analysis for students.postdocs in USM next year.Any ideas?Our fundamental is weak we are using the MEG mainly for epilepsy and neurosurgical work.
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Look forward to our exchanges.
Pedro