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Synchronization of oscillators via active media
1Department of Mathematics, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, USA.
Physical Review. E
|June 20, 2019
Summary
This study explores how coupled oscillators and excitable cells interact. We found phase locking and synchrony in simple systems, and complex dynamics like bistability and chaos in more intricate networks.
Area of Science:
- Computational Neuroscience
- Nonlinear Dynamics
- Systems Biology
Background:
- Oscillators and excitable cells are fundamental components in biological and physical systems.
- Understanding their coupled dynamics is crucial for deciphering complex emergent behaviors.
Purpose of the Study:
- To investigate the phase locking and synchronization phenomena in systems of coupled oscillators and excitable cells.
- To analyze the complex dynamics arising from indirect coupling through excitable media.
Main Methods:
- Development of a scalar phase model for coupled oscillators and excitable cells.
- Analysis of system dynamics under varying numbers of excitable and oscillatory components.
- Application of weak-coupling analysis and bifurcation theory.
- Simulation of a gap-junction coupled system of Morris-Lecar neurons.
Main Results:
- One excitable and one oscillatory cell exhibit diverse m:n phase locking.
- Two coupled oscillators interacting via one excitable cell synchronize.
- Coupling via two excitable cells leads to complex dynamics, including bistability and chaos.
- Long chains of excitable cells enhance frequency-difference-dependent locking robustness.
Conclusions:
- The indirect coupling of oscillators via excitable cells can lead to a rich spectrum of dynamical behaviors.
- The complexity of the dynamics scales with the number and arrangement of excitable elements.
- The findings are generalizable across different modeling approaches, including biophysical neuron models.
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