selected publications
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academic article
- Brain-computer interface enhanced by virtual reality training for controlling a lower limb exoskeleton. ISCIENCE. 1-28. 2023
- Brain-machine interface based on transfer-learning for detecting the appearance of obstacles during exoskeleton-assisted walking. FRONTIERS IN NEUROSCIENCE. 1-13. 2023
- Decoding of Turning Intention during Walking Based on EEG Biomarkers. BIOSENSORS-BASEL. 1-24. 2022
- Detecting the Speed Change Intention from EEG Signals: From the Offline and Pseudo-Online Analysis to an Online Closed-Loop Validation. APPLIED SCIENCES-BASEL. 1-20. 2022
- Review of tDCS Configurations for Stimulation of the Lower-Limb Area of Motor Cortex and Cerebellum. BRAIN SCIENCES. 1-35. 2022
- A BMI based on motor imagery and attention for commanding a lower-limb robotic exoskeleton: a case of study. APPLIED SCIENCES-BASEL. 1-14. 2021
- Brain symmetry analysis while performing lower-limb motor imagery for a BCI. SYMMETRY-BASEL. 1-14. 2021
- Improving motor imagery of gait on a brain-computer interface by means of virtual reality: A case of study. IEEE ACCESS. 49121-49130. 2021
- Sensory integration in human movement: a new brain-machine interface based on gamma band and attention level for controlling a lower-limb exoskeleton. FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY. 1-16. 2020
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chapter
- Decoding Lower-Limbs Kinematicsfrom EEG Signals While Walkingwith an Exoskeleton. 9th International Work-Conference on the InterplayBetween Natural and Artificial Computation. Artificial Intelligence in Neuroscience, Affective Analysis and Health Applications (IWINAC 2022). 615-624. 2022
- Inter-session Transfer Learning in MIBased BCI for Controlling a Lower-LimbExoskeleton. 9th International Work-Conference on the Interplay Between Natural and Artificial Computation. From Robotics to Ambient Intelligence (IWINAC 2022). 243-252. 2022
- Analysis of frequency bands and channels configuration for detecting intention of change direction through EEG. Converging Clinical and Engineering Researchon Neurorehabilitation IV. 959-963. 2021
- Comparison of Different Brain¿Computer Interfaces to Assess Motor Imagery Using a Lower-Limb Exoskeleton. Converging Clinical and Engineering Researchon Neurorehabilitation IV. 53-58. 2021
- Optimal calibration time for lower-limb Brain-Machine Interfaces. Converging Clinical and Engineering Researchon Neurorehabilitation IV. 59-64. 2021
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congress communication
- Analysis of Error Potentials generated by a lower limb exoskeleton feedback in a BMI for gait control 2023
- Estudio de la variabilidad entre repeticiones del potencial de error respecto a P300 y N500. 116-120. 2023
- Potencial de Error al iniciar la marcha llevando un exoesqueleto de miembro inferior 2023
- Protocolo de adquisicion de señales electroespinográficas en posición decúbito prono. 291-295. 2023
- Transfer Learning with CNN Models for Brain-Machine Interfaces to command lower-limb exoskeletons: A Solution for Limited Data 2023
- ANÁLISIS PSEUDO-ONLINE DE LA INTENCIÓN DE CAMBIOS DE VELOCIDAD A PARTIR DE SEÑALES EEG Y CLASIFICACIÓN BASADA EN RIEMANNIAN MANIFOLD. 233-238. 2022
- Adapting EEG based MI-BMI depending on alertness level for controlling a lower-limb exoskeleton. 399-403. 2022
- Assessing user experience with BMI-assisted exoskeleton in patients with spinal cord injury. 4064-4067. 2022
- BMI BASADA EN IMAGINACIÓN MOTORA DE LA MARCHA PARA EL CONTROL DE UN EXOESQUELETO EN PACIENTES CON LESIÓN MEDULAR. 79-86. 2022
- Decoding Lower-Limbs Kinematics from EEG Signals While Walking with an Exoskeleton. 615-624. 2022
- Diseño de una BCI mediante redes convolucionales profundas para la detección de la intención de parar ante un obstáculo inesperado. 320-323. 2022
- EVALUACIÓN DEL NIVEL DE ALERTA Y SU INFLUENCIA EN EL DESEMPEÑO DE UNA BMI DE IMAGINACIÓN DE LA MARCHA. 228-232. 2022
- Evaluación del nivel de atención durante el entrenamiento de una BMI con un exoesqueleto de miembro inferior. 308-311. 2022
- Inter-session Transfer Learning in MI Based BCI for Controlling a Lower-Limb Exoskeleton. 243-252. 2022
- Riemannian classification analysis for model EEG intention speed patterns. 402-405. 2022
- Analysis of frequency bands and channels configuration for detecting intention of change speed through EEG. 554-557. 2021
- Análisis de interfaces cerebro-máquina (bmi) basadas en la imaginación motora de la marcha. 133-139. 2021
- BCI based on lower-limb motor imagery and a state machine for walking on a treadmill. 1-4. 2021
- Estudio comparativo de BMI basadas en imaginación motora para el control de una cinta de andar. 38-43. 2021
- Frequency band selection for a lower-limb MI BCI to control a treadmill. 3170-3175. 2021
- Protocolos de tDCS para la mejora de aplicaciones BMI relacionadas con la imaginación motora. 101-106. 2021
- Selection of Spatial, Temporal and Frequency Features to Detect Direction Changes During Gait. 3835-3838. 2020
- Usability and acceptance of using a lower-limb exoskeleton controlled by a BMI in incomplete spinal cord injury patients: a case study. 4737-4740. 2020
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thesis