Permanent members
CRCH, INRIA
Research Interests: Control, Theory, signal processing. mathematical modeling, estimation and identification, Cardiovascular system, brain-heart interaction, health and sports applications
Research Interests: exercise physiology, heart rate variability, blood pressure, autonomic cardiovascular control, signal processing.
Research Interests: embodied cognition, spatial cognition, motion perception, decision-making processes, psychophysics, information integration, cognitive neuroscience.
Research Interests: human movement, motor control, optimization, modelling, human-exoskeleton interaction.
Google Scholar
CIAMS Laboratory, Faculty of Sport Sciences, Université Paris-Saclay.
Research Interests: motor learning, memory consolidation, sleep, brain plasticity, consciousness, neuroimaging, cortico-muscular coupling, brain-heart interaction.
Website
Research Interests: Machine Learning, Explainable AI (XAI), AI in medicine and sport science, Predictive modelling, Signal Processing, Multivariate Statistics, Longitudinal Analytics, Human-Machine Interface.
Postdoc researchers
Research Interests: learning, memory, sleep, motor control, decision-making, time, vigor, EEG.
Google Scholar
PhD Students
INRIA Saclay.
Research Interests: mathematical image processing, semi-classical analysis, biomedical image and signal processing, geometric deep learning, visibility graph, computer vision, vulnerable carotid plaques.
King Abdullah University of Science and technology/INRIA.
Research Interests: manifold learning, deep learning, pattern recognition, machine learning, machine intelligence, image processing, audio signal processing, physiological signal processing, cardiovascular signal processing, adaptive control, observers design, AI for Healthcare and AI for Science .
Université Paris Saclay, INRIA.
Research Interests: signal estimation, signal processing, applied mathematics, system identification, Physics-Informed Neural Networks, control theory, biomedical engineering, neuroengineering, brain-heart interaction, neural and cardiovascular signal processing.
Research Interests: cognitive neuroscience, memory consolidation, motor learning, sleep, EEG.
Paris-Saclay University.
Research Interests: observers, nonlinear dynamical systems, learning observers, cardiovascular systems, physics-informed machine learning.
Google Scholar
Research Interests: motion perception, modeling, decision-making processes, deep learning
Google Scholar
Research Interests: optimal control, motor control, co-contraction, feedback, stiffness.
Master Students
INRIA, France & Université Mohammed VI des Sciences et de la Santé, Casablanca.
Research Interests: biomedical engineering, medical devices, signal processing, real-time monitoring systems, health technologies, clinical engineering.
BOOST.
Research Interests: Signal and image processing, Generative AI in biomedical field, machine learning modelling
Paris-Saclay University.
Research Interests: control systems, MPC, observers (Kalman, KKL..), state estimation, adaptive control, robotics, perception systems, computer vision, sensor fusion, SLAM, muscle co-contraction, biomedical systems, system identification, nonlinear systems, optimization and metaheuristics, signal and image processing, real-time control, autonomous systems.
Paris-Saclay University, Computational Neuroscience and Neuroengineering (CNN).
Research Interests: machine learning, brain-computer interface, signal processing, computational neuroscience.
Administrative Assistant
