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Global Topological Synchronization on Simplicial and Cell Complexes

Timotéo Carletti, Lorenzo Giambagli, Ginestra Bianconi

2023Physical Review Letters55 citationsDOIOpen Access PDF

Abstract

Topological signals, i.e., dynamical variables defined on nodes, links, triangles, etc. of higher-order networks, are attracting increasing attention. However, the investigation of their collective phenomena is only at its infancy. Here we combine topology and nonlinear dynamics to determine the conditions for global synchronization of topological signals defined on simplicial or cell complexes. On simplicial complexes we show that topological obstruction impedes odd dimensional signals to globally synchronize. On the other hand, we show that cell complexes can overcome topological obstruction and in some structures signals of any dimension can achieve global synchronization.

Topics & Concepts

Topology (electrical circuits)Synchronization (alternating current)Dimension (graph theory)Simplicial complexTopological dynamicsMathematicsSynchronization networksComputer sciencePure mathematicsCombinatoricsBiologyTopological tensor productBiochemistryGeneFunctional analysisNonlinear Dynamics and Pattern FormationSlime Mold and Myxomycetes ResearchNeural Networks Stability and Synchronization
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