Eduardo Santamaría-Vázquez

25 papers Journal 17Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
EEG biomarkers of cognitive load: Insights from incremental element encoding in short-term working memory.
Biomed. Signal Process. Control.
Beatriz Pascual-Roa, Eduardo Santamaría-Vázquez, Diego Marcos-Martínez, Sergio Pérez-Velasco, C. R. Ruiz-Gálvez, Víctor Martínez-Cagigal, Roberto Hornero
2025 J jnl
A Bird Song Detector for improving bird identification through Deep Learning: a case study from Doñana.
CoRR
Alba Márquez-Rodríguez, Miguel A. Mohedano-Munoz, Manuel J. Marín-Jiménez, Eduardo Santamaría-Vázquez, Giulia Bastianelli, Pedro Jordano, Irene Mendoza
2025 J jnl
Bridging motor execution and motor imagery BCI paradigms: An inter-task transfer learning approach.
Biomed. Signal Process. Control.
Sergio Pérez-Velasco, Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero
2025 J jnl
Calibration-free Ocular artifact reduction in EEG signals using a montage-independent deep learning model.
Biomed. Signal Process. Control.
Diego Marcos-Martínez, Sergio Pérez-Velasco, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2025 J jnl
Development and Validation of an Affordable Wearable Multichannel EEG System With Active Electrodes and Innovative Flexible Headbands.
IEEE Access
Daniel Antolínez, Ana Cisnal, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Diego Benavides, Juan Granja, Juan C. Fraile, Roberto Hornero
2025 J jnl
Enhancing user experience in c-VEP-based BCI: Effects of visual stimulus opacity on performance and visual fatigue.
Biomed. Signal Process. Control.
Ana Martín-Fernández, Víctor Martínez-Cagigal, Selene Moreno-Calderón, Eduardo Santamaría-Vázquez, Roberto Hornero
2025 — conf
Exploring Code-Modulated Visual Evoked Potentials Spellers in Realistic Scenarios.
IWANN (2)
Ana Martín-Fernández, Víctor Martínez-Cagigal, Selene Moreno-Calderón, Eduardo Santamaría-Vázquez, Beatriz Pascual-Roa, Roberto Hornero
2025 — conf
Exploring the Integration of c-VEP-Based BCI Spellers in Mixed Reality: A Pilot Study.
IWANN (2)
Selene Moreno-Calderón, Víctor Martínez-Cagigal, Ana Martín-Fernández, Eduardo Santamaría-Vázquez, Beatriz Pascual-Roa, Roberto Hornero
2024 J jnl
Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values.
Comput. Methods Programs Biomed.
Sergio Pérez-Velasco, Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Selene Moreno-Calderón, Roberto Hornero
2023 — conf
Assessing the Potential of Brain-Computer Interface Multiplayer Video Games using c-VEPs: A Pilot Study.
EMBC
Selene Moreno-Calderón, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero
2023 — conf
Bit-Wise Reconstruction of Non-binary Visual Stimulation Patterns from EEG Using Deep Learning: A Promising Alternative for User-Friendly High-Speed c-VEP-Based BCIs.
IWANN (2)
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero
2023 J jnl
ITACA: An open-source framework for Neurofeedback based on Brain-Computer Interfaces.
Comput. Biol. Medicine
Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Víctor Rodríguez-González, Ana Martín-Fernández, Selene Moreno-Calderón, Roberto Hornero
2023 J jnl
MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research.
Comput. Methods Programs Biomed.
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Diego Marcos-Martínez, Víctor Rodríguez-González, Sergio Pérez-Velasco, Selene Moreno-Calderón, Roberto Hornero
2023 J jnl
Non-binary m-sequences for more comfortable brain-computer interfaces based on c-VEPs.
Expert Syst. Appl.
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero
2023 — conf
Nonparametric Early Stopping Detection for c-VEP-based Brain-Computer Interfaces: A Pilot Study.
EMBC
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero
2023 — conf
Toward Early Stopping Detection for Non-binary c-VEP-Based BCIs: A Pilot Study.
IWANN (2)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2022 J jnl
Brain-computer interface channel selection optimization using meta-heuristics and evolutionary algorithms.
Appl. Soft Comput.
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2022 J jnl
Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning.
Comput. Methods Programs Biomed.
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero
2021 J jnl
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea.
IEEE J. Biomed. Health Informatics
Fernando Vaquerizo-Villar, Daniel Álvarez, Leila Kheirandish-Gozal, Gonzalo C. Gutiérrez-Tobal, Verónica Barroso-García, Eduardo Santamaría-Vázquez, Félix del Campo, David Gozal, Roberto Hornero
2021 J jnl
Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population.
Entropy
Diego Marcos-Martínez, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Roberto Hornero
2020 J jnl
Correction: Martínez-Cagigal, V.; Santamaría-Vázquez, E.; Hornero, R. Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy. Entropy 2019, 21, 230.
Entropy
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2019 J jnl
Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy.
Entropy
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
2019 — conf
Towards Automatic Artifact Rejection in Resting-State MEG Recordings: Evaluating the Performance of the SOUND Algorithm.
EMBC
Víctor Rodríguez-González, Jesús Poza, Pablo Núñez, Carlos Gómez, María García, Yoshihito Shigihara, Hideyuki Hoshi, Eduardo Santamaría-Vázquez, Roberto Hornero
2019 J jnl
Towards an accessible use of smartphone-based social networks through brain-computer interfaces.
Expert Syst. Appl.
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Javier Gomez-Pilar, Roberto Hornero
2018 — conf
Controlling a Smartphone with Brain-Computer Interfaces: A Preliminary Study.
AMDO
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero