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» Topological identification in networks of dynamical systems
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CDC
2008
IEEE
110views Control Systems» more  CDC 2008»
13 years 7 months ago
Topological identification in networks of dynamical systems
The paper deals with the problem of reconstructing the tree-like topological structure of a network of linear dynamical systems. A distance function is defined in order to evaluat...
Donatello Materassi, Giacomo Innocenti
CDC
2009
IEEE
122views Control Systems» more  CDC 2009»
13 years 2 months ago
Reduced complexity models in the identification of dynamical networks: Links with sparsification problems
In many applicative scenarios it is important to derive information about the topology and the internal connections of more dynamical systems interacting together. Examples can be ...
Donatello Materassi, Giacomo Innocenti, Laura Giar...
TNN
2010
139views Management» more  TNN 2010»
12 years 11 months ago
Identification of finite state automata with a class of recurrent neural networks
A class of recurrent neural networks is proposed and proven to be capable of identifying any discrete-time dynamical system. The application of the proposed network is addressed in...
Sung Hwan Won, Iickho Song, Sun-Young Lee, Cheol H...
BIOCOMP
2006
13 years 6 months ago
The Generalized Topological Overlap Matrix for Detecting Modules in Gene Networks
Systems biologic studies of gene and protein interaction networks have found that these networks are comprised of `modules' (groups of tightly interconnected nodes). Module i...
Andy M. Yip, Steve Horvath