Research Programme: Bioengineering - analysis of biomedical signals and images and study of human movement and technologies for health and wellbeing

The candidate must possess skills in the field of EEG signal processing.The activity to be carried out includes:Acquisition of biomedical EEG signals using multi-channel systems in healthy individuals and patients.Development, validation, and application of pre-processing techniques for artifact removal and noise reduction (filtering, motion artifact correction, and Independent Component Analysis).Frequency analysis methods to extract quantitative indices such as cognitive load or attention (power ratios in characteristic bands).Time-frequency analysis methods to evaluate brain area desynchronization during movement.Connectivity analysis between brain areas or networks (information theory algorithms, multivariate autoregressive models, Spectral Entropy Rate, Mutual Information Rate, and High-Order Interaction Rate).