EEGSym: Overcoming Inter-subject Variability in Motor Imagery Based BCIs with Deep Learning
Perez-Velasco, Sergio, Santamaria-Vazquez, Eduardo, Martinez-Cagigal, Victor, Marcos-Martinez, Diego, Hornero, Roberto
Published in IEEE transactions on neural systems and rehabilitation engineering (2022)
Published in IEEE transactions on neural systems and rehabilitation engineering (2022)
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Journal Article
Desarrollo de una aplicación para configurar el teléfono inteligente como fonendoscopio para profesionales sanitarios con deficiencias auditivas
Vallejo Valdezate, Luis Ángel, Santamaria-Vazquez, Eduardo, Hornero, Roberto, Gil-Carcedo, Elisa, Herrero-Calvo, David
Published in Revista ORL (Salamanca) (01.12.2020)
Published in Revista ORL (Salamanca) (01.12.2020)
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Influence of spatial frequency in visual stimuli for cVEP-based BCIs: evaluation of performance and user experience
Fernández-Rodríguez, Álvaro, Martínez-Cagigal, Víctor, Santamaría-Vázquez, Eduardo, Ron-Angevin, Ricardo, Hornero, Roberto
Published in Frontiers in human neuroscience (10.11.2023)
Published in Frontiers in human neuroscience (10.11.2023)
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BCIAUT-P300: A Multi-Session and Multi-Subject Benchmark Dataset on Autism for P300-Based Brain-Computer-Interfaces
Simões, Marco, Borra, Davide, Santamaría-Vázquez, Eduardo, Bittencourt-Villalpando, Mayra, Krzemiński, Dominik, Miladinović, Aleksandar, Schmid, Thomas, Zhao, Haifeng, Amaral, Carlos, Direito, Bruno, Henriques, Jorge, Carvalho, Paulo, Castelo-Branco, Miguel
Published in Frontiers in neuroscience (18.09.2020)
Published in Frontiers in neuroscience (18.09.2020)
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Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy
Martínez-Cagigal, Víctor, Santamaría-Vázquez, Eduardo, Hornero, Roberto
Published in Entropy (Basel, Switzerland) (27.02.2019)
Published in Entropy (Basel, Switzerland) (27.02.2019)
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Journal Article
Combining brain-computer interfaces and multiplayer video games: an application based on c-VEPs
Moreno-Calderón, Selene, Martínez-Cagigal, Víctor, Santamaría-Vázquez, Eduardo, Pérez-Velasco, Sergio, Marcos-Martínez, Diego, Hornero, Roberto
Published in Frontiers in human neuroscience (03.08.2023)
Published in Frontiers in human neuroscience (03.08.2023)
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Journal Article
Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population
Marcos-Martínez, Diego, Martínez-Cagigal, Víctor, Santamaría-Vázquez, Eduardo, Pérez-Velasco, Sergio, Hornero, Roberto
Published in Entropy (Basel, Switzerland) (25.11.2021)
Published in Entropy (Basel, Switzerland) (25.11.2021)
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Asynchronous Control of ERP-Based BCI Spellers Using Steady-State Visual Evoked Potentials Elicited by Peripheral Stimuli
Santamaria-Vazquez, Eduardo, Martinez-Cagigal, Victor, Gomez-Pilar, Javier, Hornero, Roberto
Published in IEEE transactions on neural systems and rehabilitation engineering (01.09.2019)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.09.2019)
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Journal Article
EEG-Inception: A Novel Deep Convolutional Neural Network for Assistive ERP-Based Brain-Computer Interfaces
Santamaria-Vazquez, Eduardo, Martinez-Cagigal, Victor, Vaquerizo-Villar, Fernando, Hornero, Roberto
Published in IEEE transactions on neural systems and rehabilitation engineering (01.12.2020)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.12.2020)
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Journal Article
Brain–computer interfaces based on code-modulated visual evoked potentials (c-VEP): a literature review
Martínez-Cagigal, Víctor, Thielen, Jordy, Santamaría-Vázquez, Eduardo, Pérez-Velasco, Sergio, Desain, Peter, Hornero, Roberto
Published in Journal of neural engineering (01.12.2021)
Published in Journal of neural engineering (01.12.2021)
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Journal Article
Non-binary m-sequences for more comfortable brain–computer interfaces based on c-VEPs
Martínez-Cagigal, Víctor, Santamaría-Vázquez, Eduardo, Pérez-Velasco, Sergio, Marcos-Martínez, Diego, Moreno-Calderón, Selene, Hornero, Roberto
Published in Expert systems with applications (01.12.2023)
Published in Expert systems with applications (01.12.2023)
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MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research
Santamaría-Vázquez, Eduardo, Martínez-Cagigal, Víctor, Marcos-Martínez, Diego, Rodríguez-González, Víctor, Pérez-Velasco, Sergio, Moreno-Calderón, Selene, Hornero, Roberto
Published in Computer methods and programs in biomedicine (01.03.2023)
Published in Computer methods and programs in biomedicine (01.03.2023)
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A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea
Vaquerizo-Villar, Fernando, Alvarez, Daniel, Kheirandish-Gozal, Leila, Gutierrez-Tobal, Gonzalo C., Barroso-Garcia, Veronica, Santamaria-Vazquez, Eduardo, Campo, Felix del, Gozal, David, Hornero, Roberto
Published in IEEE journal of biomedical and health informatics (01.08.2021)
Published in IEEE journal of biomedical and health informatics (01.08.2021)
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Journal Article
Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning
Santamaría-Vázquez, Eduardo, Martínez-Cagigal, Víctor, Pérez-Velasco, Sergio, Marcos-Martínez, Diego, Hornero, Roberto
Published in Computer methods and programs in biomedicine (01.03.2022)
Published in Computer methods and programs in biomedicine (01.03.2022)
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Journal Article
Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values
Pérez-Velasco, Sergio, Marcos-Martínez, Diego, Santamaría-Vázquez, Eduardo, Martínez-Cagigal, Víctor, Moreno-Calderón, Selene, Hornero, Roberto
Published in Computer methods and programs in biomedicine (01.04.2024)
Published in Computer methods and programs in biomedicine (01.04.2024)
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Journal Article
Correction: Martínez-Cagigal, V.; Santamaría-Vázquez, E.; Hornero, R. Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy. Entropy 2019, 21 , 230
Martínez-Cagigal, Víctor, Santamaría-Vázquez, Eduardo, Hornero, Roberto
Published in Entropy (Basel, Switzerland) (28.04.2020)
Published in Entropy (Basel, Switzerland) (28.04.2020)
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Journal Article
A new method to build multiplex networks using canonical correlation analysis for the characterization of the Alzheimer's disease continuum
Ruiz-Gómez, Saúl J, Hornero, Roberto, Poza, Jesús, Santamaría-Vázquez, Eduardo, Rodríguez-González, Víctor, Maturana-Candelas, Aarón, Gómez, Carlos
Published in Journal of neural engineering (01.04.2021)
Published in Journal of neural engineering (01.04.2021)
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