INTERESTS: I am a statistical physicist working mainly in the neurosciences. The research activity of my group focuses on methodological and computational aspects of neuroscience research, and on the dynamical networks subserving function.
We develop new techniques for inferring connectivity architectures from the dynamics of the recorded data, in challenging cases of short, noisy and redundant time series, as those encountered in neuroimaging. We implement and validate novel methodologies and apply them, together with already established ones in several multidisciplinary projects.
Directional dynamical connectivity in neuroimaging: promises, caveats and pitfalls.