English

N-Body Oscillator Interactions of Higher-Order Coupling Functions

Neurons and Cognition 2024-04-09 v2 Chaotic Dynamics

Abstract

We introduce a method to identify phase equations that include NN-body interactions for general coupled oscillators valid far beyond the weak coupling approximation. This strategy is an extension of the theory from [Park and Wilson, SIADS 20.3 (2021)] and yields coupling functions for N2N\geq2 oscillators for arbitrary types of coupling (e.g., diffusive, gap-junction, chemical synaptic). These coupling functions enable the study of oscillator networks in terms of phase-locked states, whose stability can be determined using straightforward linear stability arguments. We demonstrate the utility of our approach with two examples. First, we use N=3N=3 diffusively coupled complex Ginzburg-Landau (CGL) model and show that the loss of stability in its splay state occurs through a Hopf bifurcation \yp{as a function of non-weak diffusive coupling. Our reduction also captures asymptotic limit-cycle dynamics in the phase differences}. Second, we use N=3N=3 realistic conductance-based thalamic neuron models and show that our method correctly predicts a loss in stability of a splay state for non-weak synaptic coupling. In both examples, our theory accurately captures model behaviors that weak and recent non-weak coupling theories can not.

Keywords

Cite

@article{arxiv.2308.07425,
  title  = {N-Body Oscillator Interactions of Higher-Order Coupling Functions},
  author = {Youngmin Park and Dan Wilson},
  journal= {arXiv preprint arXiv:2308.07425},
  year   = {2024}
}

Comments

37 pages, 6 figures