David Gutiérrez

Publication Activity (10 Years)

Years Active: 2004-2020
Publications (10 Years): 12

Top Topics

Conformal Geometric Algebra

Functional Connectivity

Spatial Filters

Top Venues

Biomed. Signal Process. Control.

Comput. Intell. Neurosci.

Publications

Mario Ortíz, Eduardo Iáñez, Jorge Antonio Gaxiola-Tirado, David Gutiérrez, José Maria Azorín
Study of the Functional Brain Connectivity and Lower-Limb Motor Imagery Performance After Transcranial Direct Current Stimulation. Int. J. Neural Syst. 30 (8) (2020)
Eduardo Jiménez-Cruz, David Gutiérrez
Reduced-rank beamforming for brain source localization in presence of high background activity. ACSSC (2019)
Jorge Antonio Gaxiola-Tirado, Marisol Rodríguez-Ugarte, Eduardo Iáñez, Mario Ortíz, David Gutiérrez, José María Azorín
The Effect of tDCS on EEG-Based Functional Connectivity in Gait Motor Imagery. IWINAC (1) (2019)
Mauricio Adolfo Ramírez-Moreno, David Gutiérrez
Evaluating a Semiautonomous Brain-Computer Interface Based on Conformal Geometric Algebra and Artificial Vision. Comput. Intell. Neurosci. 2019 (2019)
Tomasz Piotrowski, Jan Nikadon, David Gutiérrez
MV-PURE Spatial Filters With Application to EEG/MEG Source Reconstruction. IEEE Trans. Signal Process. 67 (3) (2019)
Gloria Mónica Martínez-Aguilar, David Gutiérrez
Using cortico-muscular and cortico-cardiac coherence to study the role of the brain in the development of muscular fatigue. Biomed. Signal Process. Control. 48 (2019)
Jorge Antonio Gaxiola-Tirado, Eduardo Iáñez, Mario Ortíz, David Gutiérrez, José Maria Azorín
Effects of an Exoskeleton-Assisted Gait Motor Imagery Training in Functional Brain Connectivity. EMBC (2019)
Jorge Antonio Gaxiola-Tirado, Rocio Salazar-Varas, David Gutiérrez
Using the Partial Directed Coherence to Assess Functional Connectivity in Electroencephalography Data for Brain-Computer Interfaces. IEEE Trans. Cogn. Dev. Syst. 10 (3) (2018)
Mauricio Adolfo Ramírez-Moreno, David Gutiérrez
Modeling a robotic arm with conformal geometric algebra in a brain-computer interface. CONIELECOMP (2018)
Myriam Alanis-Espinosa, David Gutiérrez
Using the Partial Directed Coherence to Understand Brain Functional Connectivity During Movement Imagery Tasks. BI (2018)
Claudia C. Zaragoza-Martínez, David Gutiérrez
New Perspectives on the Use of Spatial Filters in Magnetoencephalographic Array Processing. Computación y Sistemas 20 (1) (2016)
Tomasz Piotrowski, Jan Nikadon, David Gutiérrez
Reconstruction of brain activity in EEG/MEG using reduced-rank nulling spatial filter. SSP (2016)
Irma Nayeli Angulo-Sherman, David Gutiérrez
A Link between the Increase in Electroencephalographic Coherence and Performance Improvement in Operating a Brain-Computer Interface. Comput. Intell. Neurosci. 2015 (2015)
Rocio Salazar-Varas, David Gutiérrez
Feature extraction for multi-class BCI using EEG coherence. NER (2015)
Rocio Salazar-Varas, David Gutiérrez
An optimized feature selection and classification method for using electroencephalographic coherence in brain-computer interfaces. Biomed. Signal Process. Control. 18 (2015)
David Gutiérrez, Mauricio Adolfo Ramírez-Moreno, A. G. Lazcano-Herrera
Assessing the acquisition of a new skill with electroencephalography. NER (2015)
Irma Nayeli Angulo-Sherman, David Gutiérrez
Effect of different feedback modalities in the performance of brain-computer interfaces. CONIELECOMP (2014)
Tomasz Piotrowski, David Gutiérrez, Isao Yamada, Jaroslaw Zygierewicz
A Family of Reduced-Rank Neural Activity Indices for EEG/MEG Source Localization. Brain Informatics and Health (2014)
Tomasz Piotrowski, Claudia C. Zaragoza-Martínez, David Gutiérrez, Isao Yamada
MV-PURE estimator of dipole source signals in EEG. ICASSP (2013)
Diana I. Escalona-Vargas, David Gutiérrez, Ivan López-Arévalo
Performance of different metaheuristics in EEG source localization compared to the Cramér-Rao bound. Neurocomputing 120 (2013)
Claudia C. Zaragoza-Martínez, David Gutiérrez
Electro/magnetoencephalography beamforming with spatial restrictions based on sparsity. Biomed. Signal Process. Control. 8 (6) (2013)
David Gutiérrez, Rocio Salazar-Varas
Using eigenstructure decompositions of time-varying autoregressions in common spatial patterns-based EEG signal classification. Biomed. Signal Process. Control. 7 (6) (2012)
David Gutiérrez, Claudia C. Zaragoza-Martínez
EEG source localization using beamforming in energy-constrained regions. ACSCC (2012)
Diana I. Escalona-Vargas, David Gutiérrez, Ivan López-Arévalo
Cramér-Rao bounds on the performance of simulated annealing and genetic algorithms in EEG source localization. EMBC (2011)
Diana I. Escalona-Vargas, Ivan López-Arévalo, David Gutiérrez
On the performance of metahuristic algorithms in the solution of the EEG inverse problem. NaBIC (2011)
David Gutiérrez, Rocio Salazar-Varas
EEG signal classification using time-varying autoregressive models and common spatial patterns. EMBC (2011)
David Gutiérrez, Diana I. Escalona-Vargas
EEG data classification through signal spatial redistribution and optimized linear discriminants. Comput. Methods Programs Biomed. 97 (1) (2010)
David Gutiérrez, Arye Nehorai
Array Response Kernels for EEG and MEG in Multilayer Ellipsoidal Geometry. IEEE Trans. Biomed. Eng. 55 (3) (2008)
David Gutiérrez, Arye Nehorai, Aleksandar Dogandzic
Performance analysis of reduced-rank beamformers for estimating dipole source signals using EEG/MEG. IEEE Trans. Biomed. Eng. 53 (5) (2006)
David Gutiérrez, Arye Nehorai, Carlos H. Muravchik
Estimating brain conductivities and dipole source signals with EEG arrays. IEEE Trans. Biomed. Eng. 51 (12) (2004)