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Generation of Local CA1 γ Oscillations by Tetanic Stimulation
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Synchronization of oscillators in a Kuramoto-type model with generic coupling
Vladimir Vlasov1, Elbert E N Macau2, Arkady Pikovsky1
1Department of Physics and Astronomy, Potsdam University, 14476 Potsdam, Germany.
Chaos (Woodbury, N.Y.)
|July 3, 2014
Summary
We present a generalized Kuramoto-Sakaguchi model for coupled oscillators. Our solutions offer new insights into synchronization dynamics, applicable to both noise-free and noisy systems.
Area of Science:
- Complex Systems
- Nonlinear Dynamics
- Network Science
Background:
- Coupled oscillator systems are fundamental in understanding emergent phenomena.
- The Kuramoto-Sakaguchi model is a standard but limited framework.
- Generalizing mean-field coupling is crucial for realistic network dynamics.
Purpose of the Study:
- To develop and solve a generalized mean-field coupling model for oscillators.
- To provide explicit parametric solutions for mean-field amplitude and frequency.
- To analyze synchronization properties in networks with heterogeneous oscillator contributions.
Main Methods:
- Development of a generalized mean-field coupling framework.
- Derivation of self-consistency equations for mean-field properties.
- Parametric solution of these equations for noise-free and noise-driven cases.
- Application to spatially extended oscillators with finite signal velocity.
Main Results:
- Explicit parametric solutions for mean-field amplitude and frequency were obtained.
- The generalized model accommodates varying oscillator contributions and mean-field interactions.
- Solutions are valid for both deterministic and stochastic oscillator dynamics.
- Analysis of spatially spread oscillators demonstrates the model's applicability.
Conclusions:
- The generalized model provides a powerful tool for studying complex oscillator networks.
- The derived solutions simplify the analysis of synchronization phenomena.
- This work extends the applicability of mean-field theory to more diverse network structures.
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