Neurofeedback Training Based on Motor Imagery Strategies Increases EEG Complexity in Elderly Population. - Diego Marcos-Martínez; Víctor Martínez-Cagigal; Eduardo Santamaría-Vázquez; Sergio Pérez-Velasco; Roberto Hornero (Entropy, 2021)

Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning. - Eduardo Santamaría-Vázquez; Víctor Martínez-Cagigal; Sergio Pérez-Velasco; Diego Marcos-Martínez; Roberto Hornero (Comput. Methods Programs Biomed., 2022)

Nonparametric Early Stopping Detection for c-VEP-based Brain-Computer Interfaces: A Pilot Study. - Víctor Martínez-Cagigal; Eduardo Santamaría-Vázquez; Sergio Pérez-Velasco; Diego Marcos-Martínez; Selene Moreno-Calderón; Roberto Hornero (EMBC, 2023)

Assessing the Potential of Brain-Computer Interface Multiplayer Video Games using c-VEPs: A Pilot Study. - Selene Moreno-Calderón; Víctor Martínez-Cagigal; Eduardo Santamaría-Vázquez; Sergio Pérez-Velasco; Diego Marcos-Martínez; Roberto Hornero (EMBC, 2023)

MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research. - Eduardo Santamaría-Vázquez; Víctor Martínez-Cagigal; Diego Marcos-Martínez; Víctor Rodríguez-González; Sergio Pérez-Velasco; Selene Moreno-Calderón; Roberto Hornero (Comput. Methods Programs Biomed., 2023)

ITACA: An open-source framework for Neurofeedback based on Brain-Computer Interfaces. - Diego Marcos-Martínez; Eduardo Santamaría-Vázquez; Víctor Martínez-Cagigal; Sergio Pérez-Velasco; Víctor Rodríguez-González; Ana Martín-Fernández; Selene Moreno-Calderón; Roberto Hornero (Comput. Biol. Medicine, 2023)

Non-binary m-sequences for more comfortable brain-computer interfaces based on c-VEPs. - Víctor Martínez-Cagigal; Eduardo Santamaría-Vázquez; Sergio Pérez-Velasco; Diego Marcos-Martínez; Selene Moreno-Calderón; Roberto Hornero (Expert Syst. Appl., 2023)

Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values. - Sergio Pérez-Velasco; Diego Marcos-Martínez; Eduardo Santamaría-Vázquez; Víctor Martínez-Cagigal; Selene Moreno-Calderón; Roberto Hornero (Comput. Methods Programs Biomed., 2024)

Calibration-free Ocular artifact reduction in EEG signals using a montage-independent deep learning model. - Diego Marcos-Martínez; Sergio Pérez-Velasco; Víctor Martínez-Cagigal; Eduardo Santamaría-Vázquez; Roberto Hornero (Biomed. Signal Process. Control., 2025)

Bridging motor execution and motor imagery BCI paradigms: An inter-task transfer learning approach. - Sergio Pérez-Velasco; Diego Marcos-Martínez; Eduardo Santamaría-Vázquez; Víctor Martínez-Cagigal; Roberto Hornero (Biomed. Signal Process. Control., 2025)

EEG biomarkers of cognitive load: Insights from incremental element encoding in short-term working memory. - Beatriz Pascual-Roa; Eduardo Santamaría-Vázquez; Diego Marcos-Martínez; Sergio Pérez-Velasco; C. R. Ruiz-Gálvez; Víctor Martínez-Cagigal; Roberto Hornero (Biomed. Signal Process. Control., 2026)