Sergio Pérez-Velasco

11 papers Journal 9Unranked 2
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
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
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 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
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
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