1 citations · 1 across the 6 of their papers we have counts for
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Identification of forward models: a nonparametric approach
Giulio Fattore, Marco Peruzzo, Giacomo Sartori +1
In this paper we propose a new kernel-based method for the identification of the impulse responses of forward models. The resulting estimator leads to a nonlinear Tikhonov regulari…
Obtaining Structural Network Controllability with Higher-Order Local Dynamics
Marco Peruzzo, Giacomo Baggio, Francesco Ticozzi
We consider a network of identical, first-order linear systems, and investigate how replacing a subset of the systems composing the network with higher-order ones, either taken to…
A kernel-based PEM estimator for forward models
Giulio Fattore, Marco Peruzzo, Giacomo Sartori +1
This paper addresses the problem of learning the impulse responses characterizing forward models by means of a regularized kernel-based Prediction Error Method (PEM). The common ap…