169 citations · 451 across the 14 of their papers we have counts for
5 papers · 1 filter
How Complex is a Complex Network? Insights from Linear Systems Theory
Giacomo Baggio, Marco Fabris
This paper leverages linear systems theory to propose a principled measure of complexity for network systems. We focus on a network of first-order scalar linear systems interconnec…
Data-driven Eigenstructure Assignment for Sparse Feedback Design
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
This paper presents a novel approach for solving the pole placement and eigenstructure assignment problems through data-driven methods. By using open-loop data alone, the paper sho…
Data-Driven Control of Complex Networks
Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
Our ability to manipulate the behavior of complex networks depends on the design of efficient control algorithms and, critically, on the availability of an accurate and tractable m…
A Framework to Control Functional Connectivity in the Human Brain
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett +1
In this paper, we propose a framework to control brain-wide functional connectivity by selectively acting on the brain's structure and parameters. Functional connectivity, which me…
LTI Stochastic Processes: a Behavioral Perspective
Giacomo Baggio, Rodolphe Sepulchre
This paper revisits the definition of linear time-invariant (LTI) stochastic process within a behavioral systems framework. Building on [Willems, 2013], we derive a canonical repre…