Víctor Martínez-Cagigal

According to our database, Víctor Martínez-Cagigal authored at least 19 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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

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., December, 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, June, 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., March, 2023

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.

Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero

Proceedings of the Advances in Computational Intelligence, 2023

Toward Early Stopping Detection for Non-binary c-VEP-Based BCIs: A Pilot Study.

Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero

Proceedings of the Advances in Computational Intelligence, 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

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

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

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

GIB-UVa ERP-BCI dataset.

Eduardo Santamaría-Vázquez, Víctor Martínez-Cagigal, Roberto Hornero

Dataset, May, 2022

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

Brain-computer interface channel selection optimization using meta-heuristics and evolutionary algorithms.

Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero

Appl. Soft Comput., 2022

2021

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

Decoding of continuous movement attempt in 2-dimensions from non-invasive low frequency brain signals.

Gernot R. Müller-Putz, Valeria Mondini, Víctor Martínez-Cagigal, Reinmar J. Kobler, Joana Pereira, Catarina Lopes Dias, Lea Hehenberger, Andreea Ioana Sburlea

Proceedings of the 10th International IEEE/EMBS Conference on Neural Engineering, 2021

2020

Correction: Martínez-Cagigal, V.; Santamaría-Vázquez, E.; Hornero, R. Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy. Entropy 2019, 21, 230.

Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero

Entropy, 2020

Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task.

Víctor Martínez-Cagigal, Reinmar J. Kobler, Valeria Mondini, Roberto Hornero, Gernot R. Müller-Putz

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Towards an accessible use of smartphone-based social networks through brain-computer interfaces.

Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Javier Gomez-Pilar, Roberto Hornero

Expert Syst. Appl., 2019

Asynchronous Control of P300-Based Brain-Computer Interfaces Using Sample Entropy.

Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero

Entropy, 2019

2018

Controlling a Smartphone with Brain-Computer Interfaces: A Preliminary Study.

Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Roberto Hornero

Proceedings of the Articulated Motion and Deformable Objects, 2018

2017

A Binary Bees Algorithm for P300-Based Brain-Computer Interfaces Channel Selection.

Víctor Martínez-Cagigal, Roberto Hornero

Proceedings of the Advances in Computational Intelligence, 2017