Dynamics of matrix coupled Kuramoto oscillators on modular networks: excitable behavior and global decoherence (2403.06689v2)

Abstract: Synchronization is observed in many natural systems, with examples ranging from neuronal activation to walking pedestrians. The models proposed by Winfree and Kuramoto stand as the classic frameworks for investigating these phenomena. The Kuramoto model, in particular, has been extended in different ways since its original formulation to account for more general scenarios. One such extension replaces the coupling parameter with a coupling matrix, describing a form of generalized frustration with broken rotational symmetry. A key feature of this model is the existence of {\it phase tuned states}, characterized by having the phase of the order parameter pointing in the direction of the dominant eigenvector of the coupling matrix. Here we investigate the matrix coupled Kuramoto model on networks with two modules, such that one module is in the phase tuned state and the other in a state where the order parameter rotates. We identified different regimes in which one or the other module dominates the dynamics. We found, in particular, that the phase tuned module can create a bottleneck for the oscillation of the rotating module, leading to a behavior similar to the charge and fire regimes of excitable systems. We also found an extended region in the parameter space where motion is globally disordered, even though one of the modules presented high levels of synchronization when uncoupled.