Zobrazeno 1 - 10 of 450 pro vyhledávání: '"Martinez-Montes"'
1
Report
Sparse electrophysiological source imaging predicts aging-related gait speed slowing
Autor: Vega-Hernandez, Mayrim, Galan-Garcia, Lidice, Perez-Hidalgo-Gato, Jhoanna, Ontivero-Ortega, Marlis, Garcia-Agustin, Daysi, Garcia-Reyes, Ronaldo, Bosch-Bayard, Jorge, Marinazzo, Daniele, Martinez-Montes, Eduardo, Valdes-Sosa, A, Pedro
Objective: We seek stable Electrophysiological Source Imaging (ESI) biomarkers associated with Gait Speed (GS) as a measure of functional decline. Towards this end we determine the predictive value of ESI activation and connectivity patterns of resti
Externí odkaz: http://arxiv.org/abs/2307.11273
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3
Report
A Multi-objective Evolutionary Algorithm for EEG Inverse Problem
Autor: Iglesias, José Enrique Alvarez, Vega-Hernández, Mayrim, Martínez-Montes, Eduardo
In this paper, we proposed a multi-objective approach for the EEG Inverse Problem. This formulation does not need unknown parameters that involve empirical procedures. Due to the combinatorial characteristics of the problem, this alternative included
Externí odkaz: http://arxiv.org/abs/2107.10325
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4
Akademický článek
Identifying oscillatory brain networks with hidden Gaussian graphical spectral models of MEEG
Autor: Deirel Paz-Linares, Eduardo Gonzalez-Moreira, Ariosky Areces-Gonzalez, Ying Wang, Min Li, Eduardo Martinez-Montes, Jorge Bosch-Bayard, Maria L. Bringas-Vega, Mitchell Valdes-Sosa, Pedro A. Valdes-Sosa
Publikováno v: Scientific Reports, Vol 13, Iss 1, Pp 1-24 (2023)
Abstract Identifying the functional networks underpinning indirectly observed processes poses an inverse problem for neurosciences or other fields. A solution of such inverse problems estimates as a first step the activity emerging within functional
Externí odkaz: https://doaj.org/article/1953ba3a7727417caba624727aac87d7
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5
Report
Multiple penalized least squares and sign constraints with modified Newton-Raphson algorithms: application to EEG source imaging
Autor: Vega-Hernández, Mayrim, Sánchez-Bornot, José M., Lage-Castellanos, Agustín, Pérez-Hidalgo-Gato, Jhoanna, Palmero-Ledón, Darío, Alvarez-Iglesias, José E., García-Agustin, Daysi, Martínez-Montes, Eduardo, Valdés-Sosa, Pedro A.
Multiple penalized least squares (MPLS) models are a flexible approach to find adaptive least squares solutions required to be simultaneously sparse and smooth. This is particularly important when addressing real-life inverse problems where there is
Externí odkaz: http://arxiv.org/abs/1911.01961
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6
Report
Modeling functional resting-state brain networks through neural message passing on the human connectome
Autor: Peraza-Goicolea, Julio A., Martínez-Montes, Eduardo, Aubert, Eduardo, Valdés-Hernández, Pedro A., Mulet, Roberto
Understanding the relationship between the structure and function of the human brain is one of the most important open questions in Neurosciences. In particular, Resting State Networks (RSN) and more specifically the Default Mode Network (DMN) of the
Externí odkaz: http://arxiv.org/abs/1906.05369
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7
Akademický článek
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8
Report
Identification of oscillatory brain networks with Hidden Gaussian Graphical Spectral models of EEG/MEG
Autor: Paz-Linares, Deirel, Gonzalez-Moreira, Eduardo, Areces-Gonzalez, Ariosky, Wang, Ying, Li, Min, Martinez-Montes, Eduardo, Bosch-Bayard, Jorge, Bringas-Vega, Maria L., Valdes-Sosa, Mitchel J., Valdes-Sosa, Pedro A.
Identifying the functional networks underpinning indirectly observed processes poses an inverse problem for neurosciences or other fields. A solution of such inverse problems estimates as a first step the activity emerging within functional networks
Externí odkaz: http://arxiv.org/abs/1810.01174
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