selected publications
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academic article
- Decoding the attentional demands of gait through EEG gamma band features. PLOS ONE. 1-21. 2016
- EEG-based Detection of Starting and Stopping During Gait Cycle. INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. 1-13. 2016
- Analyzing EEG signals to detect unexpected obstacles during walking. JOURNAL OF NEUROENGINEERING AND REHABILITATION. 1-15. 2015
- Assessing Movement Factors in Upper Limb Kinematics Decoding from EEG Signals. PLOS ONE. 1-12. 2015
- Combining a Brain-Machine Interface and an Electrooculography Interface to perform pick and place tasks with a robotic arm. ROBOTICS AND AUTONOMOUS SYSTEMS. 181-188. 2015
- Decodificación del ángulo de rodilla a partir de señales EEG. COGNITIVE AREA NETWORKS. 45-50. 2015
- SVM-based Brain-Machine Interface for controlling a robot arm through 4 mental tasks. NEUROCOMPUTING. 116-121. 2015
- Using a brain-machine interface to control a hybrid upper limb exoskeleton during rehabilitation of patients with neurological conditions. JOURNAL OF NEUROENGINEERING AND REHABILITATION. 1-16. 2015
- A Supplementary System for a Brain-Machine Interface based on jaw artifacts for the bidimensional control of a robotic arm. PLOS ONE. 1-13. 2014
- Arquitectura de una Interfaz Cerebro-Máquina para el Control de un Exoesqueleto Robot de Miembro Superior . COGNITIVE AREA NETWORKS. 13-17. 2014
- Control of a 2 DoF Robot Using a Brain-Machine Interface. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 169-176. 2014
- Evaluating Classifiers to Detect Arm Movement Intention from EEG Signals. SENSORS. 18172-18186. 2014
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chapter
- Detection of Gait Initiation Through a ERD-BasedBrain-Computer Interface. Advances in Neurotechnology, Electronics and Informatics . 141-150. 2016
- Brain-Machine Interfaces for Assistive Robotics. Intelligent Assistive Robots. Recent Advances in Assistive Robotics for Everyday Activities.. 77-102. 2015
- Empirical Analysis of the Integration of a BCI and an EOG Interface to Control a Robot Arm. Natural and Artificial Models in Computation and Biology. 151-160. 2013
- Training Study Approaches for a SVM-Based BCI: Adaptation to the Model vs Adaptation to the User. Natural and Artificial Models in Computation and Biology. 131-140. 2013
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congress communication
- Detection of intention of pedaling start cycle through EEG signals. 1496-1499. 2016
- Evaluating Cognitive Mechanisms During Walking from EEG Signals. 1463-1467. 2016
- Evaluation of Motion Artifacts on EEG Signals during Exoskeleton Gait. 99-99. 2016
- New approach based on frequency features of EEG signals when obstacles suddenly appear during walking. 188-188. 2016
- Active Learning for Adaptive Brain Machine Interface Based on Software Agent. 56-60. 2015
- Control de un robot humanoide mediante el uso de una interfaz cerebro-computador 2015
- Decoding of Knee Angles through EEG using Active Electrodes 2015
- Diseño preliminar de una plataforma experimental basada en neuroestimulación para el análisis de la interacción corticomuscular para rehabilitación de miembro inferior. 451-454. 2015
- Feature Selection Based on Silhouette¿s Width for Spontaneous Brain Computer Interface 2015
- Online Detection of Horizontal Hand Movements from Low Frequency EEG Components. 214-217. 2015
- Sistema robótico híbrido para la rehabilitación del miembro superior dirigido por comandos volitivos. 189-192. 2015
- Starting and finishing gait detection using a BMI for spinal cord injury rehabilitation. 6184-6189. 2015
- Studying cognitive attention mechanisms during walking from EEG signals. 882-886. 2015
- Using EEG Signals to Detect the Intention of Walking Initiation and Stop. 278-287. 2015
- A Brain-Machine Interface Architecture to Control an Upper Limb Rehabilitation Exoskeleton. 795-803. 2014
- Analysis of electrode configurations for the decoding of knee angles from EEG signals during gait 2014
- Brain-Machine Interface System to Differentiate between Five Mental Tasks. 172-175. 2014
- Decoding Knee Angles from EEG Signals for Different Walking Speeds. 1494-1497. 2014
- Experimental Setup and First Results of a BCI System for Attention Levels Classification During Gait. 470-473. 2014
- First steps in the development of an EEG-based system to detect intention of gait initiation. 167-171. 2014
- Frequency and Number of Neighbors Study for Attention Level Classification Using EEG Signals 2014
- Implementación de una librería en Simulink para el desarrollo de interfaces cerebro-computador. 236-242. 2014
- Preliminary study to detect gait initiation intention through a BCI System. 61-66. 2014
- Processing EEG Signals to Detect Intention of Upper Limb Movement. 655-663. 2014
- Reducing the False Positives Rate in a BCI System to Detect Error-Related EEG Potentials. 321-327. 2014
- Selection of the Best Mental Tasks for a SVM-Based BCI System. 1502-1507. 2014
- Comparativa de clasificadores para diferenciación de 4 estados mentales utilizando señales EEG. 42-47. 2013
- Detección de la voluntad de movimiento del brazo basada en la desincronización relacionada a eventos. 251-255. 2013
- Empirical Analysis of the Integration of a BCI and an EOG Interface to Control a Robot Arm. 151-160. 2013
- Evaluation methodology for brain-controlled robots 2013
- Linear Decoding of 2D Hand Movements for Target Selection Tasks Using a Non-Invasive BCI System. 778-782. 2013
- MOVIMIENTO BIDIMENSIONAL DE UN CURSOR MEDIANTE EL USO DE ARTEFACTOS EN SEÑALES ELECTROENCEFALOGRÁFICAS. 108-114. 2013
- Mental Tasks Selection Method for a SVM-Based BCI System. 767-771. 2013
- Online classification of two mental tasks using a SVM-based BCI system. 1307-1310. 2013
- Passive robot assistance in arm movement decoding from EEG signals. 895-898. 2013
- Selection of the best classifier for differentiating mental tasks in a brain-machine interface. 231-234. 2013
- Training Study Approaches for a SVM-Based BCI: Adaptation to the Model vs Adaptation to the User. 131-140. 2013
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thesis