Eduardo Santamaría-Vázquez

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Cognitive Neuroscience

Top Venues

Comput. Methods Programs Biomed.

Publications

Sergio Pérez-Velasco, Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Selene Moreno-Calderón, Roberto Hornero
Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values. Comput. Methods Programs Biomed. 246 (2024)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero
Nonparametric Early Stopping Detection for c-VEP-based Brain-Computer Interfaces: A Pilot Study. EMBC (2023)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
Toward Early Stopping Detection for Non-binary c-VEP-Based BCIs: A Pilot Study. IWANN (2) (2023)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero
Non-binary m-sequences for more comfortable brain-computer interfaces based on c-VEPs. Expert Syst. Appl. 232 (2023)
Diego Marcos-Martínez, Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Víctor Rodríguez-González, Ana Martín-Fernández, Selene Moreno-Calderón, Roberto Hornero
ITACA: An open-source framework for Neurofeedback based on Brain-Computer Interfaces. Comput. Biol. Medicine 160 (2023)
Selene Moreno-Calderón, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero
Assessing the Potential of Brain-Computer Interface Multiplayer Video Games using c-VEPs: A Pilot Study. EMBC (2023)
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Diego Marcos-Martínez, Víctor Rodríguez-González, Sergio Pérez-Velasco, Selene Moreno-Calderón, Roberto Hornero
MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research. Comput. Methods Programs Biomed. 230 (2023)
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero
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) (2023)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
Brain-computer interface channel selection optimization using meta-heuristics and evolutionary algorithms. Appl. Soft Comput. 115 (2022)
Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Sergio Pérez-Velasco, Diego Marcos-Martínez, Roberto Hornero
Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning. Comput. Methods Programs Biomed. 215 (2022)
Diego Marcos-Martínez, Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Roberto Hornero
Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population. Entropy 23 (12) (2021)
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
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
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 22 (5) (2020)
Víctor Rodríguez-González, Jesús Poza, Pablo Núñez, Carlos Gómez, María García, Yoshihito Shigihara, Hideyuki Hoshi, Eduardo Santamaría-Vázquez, Roberto Hornero
Towards Automatic Artifact Rejection in Resting-State MEG Recordings: Evaluating the Performance of the SOUND Algorithm. EMBC (2019)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy. Entropy 21 (3) (2019)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Javier Gomez-Pilar, Roberto Hornero
Towards an accessible use of smartphone-based social networks through brain-computer interfaces. Expert Syst. Appl. 120 (2019)
Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero
Controlling a Smartphone with Brain-Computer Interfaces: A Preliminary Study. AMDO (2018)