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Published on: December 4, 2017
Sustained dynamics of a weakly excitable system with nonlocal interactions
Yasuaki Kobayashi1, Hiroyuki Kitahata2, Masaharu Nagayama3,4
1Center for Simulation Sciences, Ochanomizu University, Tokyo 112-8620, Japan.
This study reveals three distinct sustained dynamics in weakly excitable systems with nonlocal interactions. These dynamics arise from interactions between elementary oscillatory cycles formed by wave propagation.
Area of Science:
- Complex Systems
- Nonlinear Dynamics
- Computational Physics
Background:
- Weakly excitable systems exhibit limited wave propagation.
- Understanding emergent dynamics in spatially extended systems is crucial.
- Nonlocal interactions can significantly alter system behavior.
Purpose of the Study:
- To investigate emergent dynamics in a 2D weakly excitable system.
- To model wave propagation and oscillatory behavior using a cellular automaton.
- To analyze the role of nonlocal interactions in creating sustained dynamics.
Main Methods:
- Development of a 2D cellular automaton model for a weakly excitable system.
- Incorporation of nonlocal spatial interactions into the model.
- Analysis of wave propagation, oscillatory cycles, and regime transitions.
Main Results:
- Emergence of three distinct types of sustained dynamics.
- Identification of elementary oscillatory cycles formed by local wave propagation and nonlocal activation.
- Explanation of transitions between oscillation regimes based on cycle interactions.
- Derivation of analytical expressions for oscillation probability near onset.
Conclusions:
- Nonlocal interactions are key to generating complex sustained dynamics in weakly excitable systems.
- The interplay of elementary oscillatory cycles governs system behavior.
- The model provides a framework for understanding emergent oscillations in extended systems.
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