Structure and function in artificial, zebrafish and human neural networks

P Ji, Y Wang, T Peron, C Li, J Nagler, J Du - Physics of Life Reviews, 2023 - Elsevier
Network science provides a set of tools for the characterization of the structure and
functional behavior of complex systems. Yet a major problem is to quantify how the structural …

Data-driven control of complex networks

G Baggio, DS Bassett, F Pasqualetti - Nature communications, 2021 - nature.com
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 …

Functional control of oscillator networks

T Menara, G Baggio, D Bassett, F Pasqualetti - Nature communications, 2022 - nature.com
Oscillatory activity is ubiquitous in natural and engineered network systems. The interaction
scheme underlying interdependent oscillatory components governs the emergence of …

Synchronization and multicluster capabilities of oscillatory networks with adaptive coupling

P Feketa, A Schaum, T Meurer - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We prove the existence of a multidimensional nontrivial invariant toroidal manifold for the
Kuramoto network with adaptive coupling. The constructed invariant manifold corresponds …

Vibrational stabilization of cluster synchronization in oscillator networks

Y Qin, AM Nobili, DS Bassett… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
Cluster synchronization is of great importance for the normal functioning of numerous
technological and natural systems. Deviations from normal cluster synchronization patterns …

Sandpile cascades on oscillator networks: The BTW model meets Kuramoto

G Mikaberidze, RM D'Souza - Chaos: An Interdisciplinary Journal of …, 2022 - pubs.aip.org
Cascading failures abound in complex systems and the Bak–Tang–Weisenfeld (BTW)
sandpile model provides a theoretical underpinning for their analysis. Yet, it does not …

Stochastic synchronization in nonlinear network systems driven by intrinsic and coupling noise

Z Aminzare, V Srivastava - Biological cybernetics, 2022 - Springer
In this paper, we consider a noisy network of nonlinear systems in the sense that each
system is driven by two sources of state-dependent noise:(1) an intrinsic noise that can be …

Relay interactions enable remote synchronization in networks of phase oscillators

T Menara, Y Qin, DS Bassett… - IEEE Control Systems …, 2021 - ieeexplore.ieee.org
Remote synchronization describes a fascinating phenomenon where oscillators that are not
directly connected via physical links evolve synchronously. This phenomenon is thought to …

Robustness of Synchronization with Heterogeneous Self-dynamics and Interactions

S Rakshit, F Pasqualetti - IEEE Control Systems Letters, 2023 - ieeexplore.ieee.org
Asymptotic stability of synchronization has been widely analyzed for identically coupled
dynamical systems, while such a study is further challenging for the case of non-identical …

[HTML][HTML] How do the eigenvalues of the Laplacian matrix affect route to synchronization patterns?

K Rajagopal, S He, H Natiq, A Bayani, F Nazarimehr… - Physics Letters A, 2024 - Elsevier
In cluster synchronization, network nodes are divided into synchronized groups before the
whole network gets synchronized. This phenomenon is crucial in understanding the …