Biomedical signal processing, pattern recognition and machine learning, time series analysis and complex networks modeling. Particular interests are:
Neural Engineering: modeling neural mechanisms of addiction and memory; central respiratory networks; oscillation mechanisms in the hippocampus, nonlinear dynamics of neural systems.
Bioinformatics: data analysis and knowledge integration in genomics and computational biology; gene regulatory networks and protein interaction networks.