135 citations · 223 across the 6 of their papers we have counts for
8 papers
Cluster Synchronization of Networks via a Canonical Transformation for Simultaneous Block Diagonalization of Matrices
Shirin Panahi, Isaac Klickstein, Francesco Sorrentino
We study cluster synchronization of networks and propose a canonical transformation for simultaneous block diagonalization of matrices that we use to analyze stability of the clust…
Symmetries and Cluster Synchronization in Multilayer Networks
F. Della Rossa, L. Pecora, K. Blaha +3
Real-world systems in epidemiology, social sciences, power transportation, economics and engineering are often described as multilayer networks. Here we first define and compute th…
Stability Analysis of Reservoir Computers Dynamics via Lyapunov Functions
Afroza Shirin, Isaac S. Klickstein, Francesco Sorrentino
A Lyapunov design method is used to analyze the nonlinear stability of a generic reservoir computer for both the cases of continuous-time and discrete-time dynamics. Using this met…
Symmetry Induced Group Consensus
Isaac Klickstein, Louis Pecora, Francesco Sorrentino
There has been substantial work studying consensus problems for which there is a single common final state, although there are many real-world complex networks for which the comple…
Control Distance and Energy Scaling of Complex Networks
Isaac Klickstein, Francesco Sorrentino
It has recently been shown that the average energy required to control a subset of nodes in a complex network scales exponentially with the cardinality of the subset. While the mea…
Generating Graphs with Symmetry
Isaac Klickstein, Francesco Sorrentino
In the field of complex networks and graph theory, new results are typically tested on graphs generated by a variety of algorithms such as the Erdős-Rényi model or the Barabási-Alb…