Stability of cellular neural networks with distributive time delays and noise perturbations

Cheng Hsiung Hsu, Tzi Sheng Yang

研究成果: 雜誌貢獻期刊論文同行評審

摘要

This work investigates the global stability of cellular neural networks with distributive time delays and noise perturbations. Two types of noise perturbations are considered in the system, one is internal noise and another is external noise. We show that the deterministic system preserves the globally exponential stability when it is perturbed by the internal noise with small noise strength. On the other hand, the deterministic system can only preserve weaker stability when it is perturbed by the external noise. We also provide some numerical simulations to support our theoretical analysis.

原文???core.languages.en_GB???
頁(從 - 到)535-544
頁數10
期刊International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
17
發行號2
DOIs
出版狀態已出版 - 2月 2007

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