On the global stability of time delayed CNNs

DOI10.2478/s13537-011-0001-5zbMath1252.93106OpenAlexW2051400538MaRDI QIDQ692977

Athanasios I. Margaris

Publication date: 6 December 2012

Published in: Central European Journal of Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2478/s13537-011-0001-5

zbMATH Keywords

linear matrix inequalitycellular neural networksLyapunov functionalasymptotic and exponential stability

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) Lyapunov and storage functions (93D30) Asymptotic stability in control theory (93D20)

Uses Software

• CNN

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• On exponential stability and periodic solutions of CNNs with delays.
• Global exponential stability and existence of periodic solutions of CNNs with delays
• Delay-dependent exponential stability of cellular neural networks with time-varying delays
• On the exponential stability and periodic solutions of delayed cellular neural networks
• An analysis of exponential stability of delayed neural networks with time varying delays
• Novel stability of cellular neural networks with interval time-varying delay
• Globally exponential stability condition of a class of neural networks with time-varying delays
• A general framework for global asymptotic stability analysis of delayed neural networks based on LMI approach
• On the global asymptotic stability of delayed cellular neural networks
• Improved global robust delay-dependent stability criteria for delayed cellular neural networks
• Cellular neural networks: theory
• A set of stability criteria for delayed cellular neural networks
• Global asymptotic and robust stability of recurrent neural networks with time delays
• Complete stability of cellular neural networks with time-varying delays