Dynamic analysis of periodic solution for high-order discrete-time Cohen-Grossberg neural networks with time delays

DOI10.1016/j.neunet.2014.10.002zbMath1327.39005OpenAlexW1999906009WikidataQ51001396 ScholiaQ51001396MaRDI QIDQ889347

Jianlong Qiu, Kaiyun Sun, Ancai Zhang, Xiao Chen, Xiangyong Chen, Chengdong Yang

Publication date: 6 November 2015

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2014.10.002

zbMATH Keywords

exponential stabilityLyapunov methoddiscrete-timeCohen-Grossberg neural networkshigh-orderYoung's inequality

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) Discrete version of topics in analysis (39A12) Periodic solutions of difference equations (39A23) Stability theory for difference equations (39A30)

Related Items (7)

The existence of periodic solutions for discrete-time coupled systems on networks with time-varying delay ⋮ A nonsingular M-matrix-based global exponential stability analysis of higher-order delayed discrete-time Cohen-Grossberg neural networks ⋮ Global exponential synchronization of discrete-time high-order switched neural networks and its application to multi-channel audio encryption ⋮ Dynamic behaviours for semi-discrete stochastic Cohen-Grossberg neural networks with time delays ⋮ Periodic solutions for discrete-time Cohen-Grossberg neural networks with delays ⋮ Global exponential stability of discrete-time higher-order Cohen-Grossberg neural networks with time-varying delays, connection weights and impulses ⋮ Stochastic dynamics of discrete-time fuzzy random BAM neural networks with time delays

Cites Work

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• Periodic solutions for a class of higher-order Cohen-Grossberg type neural networks with delays
• Absolute stability of global pattern formation and parallel memory storage by competitive neural networks
• Stability in Cohen–Grossberg-type bidirectional associative memory neural networks with time-varying delays

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