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Multirhythmicity generated by slow variable diffusion in a ring of relaxation oscillators and noise-induced abnormal
1Department of Theoretical Physics, Lebedev Physical Institute, Leninskii 53, Moscow, Russia.
Summary
This study explores coupled electronic oscillators, revealing complex dynamics like "dynamic traps" where some oscillators cease firing. Noise significantly impacts spike timing variability, especially near homogeneous states.
Area of Science:
- Nonlinear Dynamics
- Complex Systems
- Electronic Circuits
Background:
- Electronic relaxation oscillators exhibit complex behaviors, including limit cycles arising from nonlinear characteristics.
- Coupling multiple oscillators can lead to emergent dynamics not present in isolated units.
Purpose of the Study:
- Investigate the deterministic and noise-dependent dynamics of three Ohmically coupled electronic relaxation oscillators.
- Analyze the phase diagram and identify parameter regions leading to specific limit cycles, including dynamic traps.
- Examine the impact of noise on interspike interval (ISI) distributions in different dynamical regimes.
Main Methods:
- Numerical simulations of a system of three coupled ordinary differential equations representing electronic relaxation oscillators.
- Calculation of the phase diagram for the coupled system with detuning.
- Analysis of interspike interval (ISI) distributions as a function of coupling strength and noise levels.
Main Results:
- Identified two key parameter areas: near homogeneous and inhomogeneous stable steady states.
- Observed asymmetric limit cycles, termed 'dynamic traps,' where some oscillators exhibit reduced activity.
- Found extremely polymodal ISI distributions near homogeneous states, indicating high variability, even with dominant in-phase oscillations.
- Demonstrated that nontrivial periodic attractors near inhomogeneous states require low noise levels, resulting in near-unimodal ISI distributions.
Conclusions:
- The coupling and detuning of electronic relaxation oscillators lead to complex dynamics, including dynamic traps.
- Noise plays a critical role in shaping the interspike interval variability, with significantly different outcomes near homogeneous and inhomogeneous steady states.
- Understanding these dynamics is crucial for designing and controlling coupled oscillator systems.