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Updated: Jan 23, 2026

Infant Auditory Processing and Event-related Brain Oscillations
Published on: July 1, 2015
結合振動子系の動的生存能力における不均一性の強化
Zhuqin Guo1, Zhongkui Sun1, Nannan Zhao2
1School of Mathematics and Statistics, Northwestern Polytechnical University, Xi'an 710072, People's Republic of China.
Abstract:
This study extends the concept of survivability from network security to coupled oscillators, introducing dynamic survivability as a novel notion to describe a system's capacity to sustain specific collective dynamics under attacks, which is crucial for ensuring functional integrity. A general analytical framework along with quantitative metrics is established to evaluate this capability. Focusing on synchronization as the key task, we theoretically analyze heterogeneous coupled oscillators under both the all-to-all network and complex networks, and derive closed-form expressions for critical attack cost. Numerical simulations show strong agreement with theoretical predictions, validating the proposed framework. Furthermore, we reveal a counterintuitive principle: increased heterogeneity in dynamical parameters-measured by the standard deviation of the Hopf bifurcation parameter-significantly enhances system survivability against attacks. This finding holds across the all-to-all network, Erdős-Rényi random network, and Barabási-Albert scale-free network, demonstrating generality beyond specific structures. Our work establishes a new analytical framework for dynamic survivability in oscillator networks and suggests that engineering parameter diversity rather than pursuing homogeneity offers a promising pathway for designing robust systems.
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