EEG-inception: a novel deep convolutional neural network for assistive ERP-based brain-computer interfaces E Santamaria-Vazquez, V Martinez-Cagigal, F Vaquerizo-Villar, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (12 …, 2020 | 93 | 2020 |
An Asynchronous P300-Based Brain-Computer Interface Web Browser for Severely Disabled People V Martínez-Cagigal, J Gomez-Pilar, D Álvarez, R Hornero IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (8 …, 2017 | 83 | 2017 |
Brain–computer interfaces based on code-modulated visual evoked potentials (c-VEP): a literature review V Martínez-Cagigal, J Thielen, E Santamaria-Vazquez, S Pérez-Velasco, ... Journal of Neural Engineering 18 (6), 061002, 2021 | 47 | 2021 |
Towards an accessible use of smartphone-based social networks through brain-computer interfaces V Martínez-Cagigal, E Santamaría-Vázquez, J Gomez-Pilar, R Hornero Expert Systems with Applications 120, 155-166, 2019 | 45 | 2019 |
EEGSym: Overcoming inter-subject variability in motor imagery based BCIs with deep learning S Pérez-Velasco, E Santamaría-Vázquez, V Martínez-Cagigal, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 1766-1775, 2022 | 39 | 2022 |
Asynchronous control of ERP-based BCI spellers using steady-state visual evoked potentials elicited by peripheral stimuli E Santamaría-Vázquez, V Martínez-Cagigal, J Gomez-Pilar, R Hornero IEEE transactions on neural systems and rehabilitation engineering 27 (9 …, 2019 | 31 | 2019 |
Sample entropy V Martínez-Cagigal Mathworks nd, 2018 | 30 | 2018 |
MEDUSA©: A novel Python-based software ecosystem to accelerate brain-computer interface and cognitive neuroscience research E Santamaría-Vázquez, V Martínez-Cagigal, D Marcos-Martínez, ... Computer methods and programs in biomedicine 230, 107357, 2023 | 24 | 2023 |
Asynchronous control of P300-based brain–computer interfaces using sample entropy V Martínez-Cagigal, E Santamaría-Vázquez, R Hornero Entropy 21 (3), 230, 2019 | 22 | 2019 |
Multi-objective particle swarm optimization (MOPSO) V Martínez-Cagigal MATLAB Central File Exchange, 5-14, 2020 | 21 | 2020 |
Headache-related circuits and high frequencies evaluated by EEG, MRI, PET as potential biomarkers to differentiate chronic and episodic migraine: Evidence from a systematic review J Gomez-Pilar, V Martinez-Cagigal, D Garcia-Azorin, C Gómez, ... The Journal of Headache and Pain 23 (1), 95, 2022 | 19 | 2022 |
Non-linear online low-frequency EEG decoding of arm movements during a pursuit tracking task V Martínez-Cagigal, RJ Kobler, V Mondini, R Hornero, GR Muller-Putz 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 18 | 2020 |
Robust asynchronous control of ERP-Based brain-Computer interfaces using deep learning E Santamaría-Vázquez, V Martínez-Cagigal, S Pérez-Velasco, ... Computer Methods and Programs in Biomedicine 215, 106623, 2022 | 17 | 2022 |
Brain–computer interface channel selection optimization using meta-heuristics and evolutionary algorithms V Martínez-Cagigal, E Santamaría-Vázquez, R Hornero Applied Soft Computing 115, 108176, 2022 | 17 | 2022 |
Feel your reach: An EEG-based framework to continuously detect goal-directed movements and error processing to gate kinesthetic feedback informed artificial arm control GR Müller-Putz, RJ Kobler, J Pereira, C Lopes-Dias, L Hehenberger, ... Frontiers in Human Neuroscience 16, 841312, 2022 | 14 | 2022 |
Deep learning architecture based on the combination of convolutional and recurrent layers for ERP-based brain-computer interfaces E Santamaría-Vázquez, V Martínez-Cagigal, J Gomez-Pilar, R Hornero XV Mediterranean Conference on Medical and Biological Engineering and …, 2020 | 14 | 2020 |
Multiple testing toolbox V Martínez-Cagigal MATLAB Central File Exchange Available at: https://www. mathworks. com …, 2021 | 13 | 2021 |
MEDUSA: una nueva herramienta para el desarrollo de sistemas Brain-Computer Interface basada en Python E Santamaría Vázquez, V Martínez Cagigal, R Hornero Sánchez | 13 | 2018 |
Neurofeedback training based on motor imagery strategies increases EEG complexity in elderly population D Marcos-Martínez, V Martínez-Cagigal, E Santamaría-Vázquez, ... Entropy 23 (12), 1574, 2021 | 12 | 2021 |
Decoding of continuous movement attempt in 2-dimensions from non-invasive low frequency brain signals GR Müller-Putz, V Mondini, V Martínez-Cagigal, RJ Kobler, J Pereira, ... 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER …, 2021 | 9 | 2021 |