Research topics
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Bioelectrical and biomechanical signal acquisition and processing. Analysis of biological data
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EMG, EEG, ENG
Inertial biomechanical signal (kinematics) and kinetics
Bioelectrical – biomechanical signal fusion
Study and development of physiological and biomechanical models
Knowledge contextualization (ambient intelligence)
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Man - Machine interaction and rehabilitation robotics
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Control strategies
Advanced actuators for biomechanical loading
Functional electrical stimulation
Acquisition and processing of ultrasonic and tactile information. Alternative and extended perception
Experimental methods in fMRI and other non-invasive techniques
Signal processing, statistical inference, modeling and pattern recognition for neuroimaging
Multimodality image fusion
Machine learning
Knowledge discovery
Computational linguistics
Cognitive architectures
Analysis of the neural control of movement
Application domains
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Dissability and rehabilitation
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Man - machine interface. Assistive technologies through BCI
Accesibility
Functional compensation. Mobility, orientation, manipulation and communication
Cognitive compensation
Analysis of movement disorders
Assistive technology for visually and cognitively impaired:
- Building frames and summarizations
- Search engines for information systems
Ergonomical studies
Decision support for diagnosis. Diagnosis systems based on cases expressed in natural language
Modelling, objective evaluation and evolution of treatment and pathologies
Diagnosis and characterization of brain damage and mental pathologies
Tele-monitoring and telemedicine
Biomedical instrumentation
Research in Cognitive Neuroscience
Neurophysiological modelling
Biomechanical models
