An analysis of global robust stability of neural networks with discrete time delays

DOI10.1016/j.physleta.2006.06.055zbMath1193.92004OpenAlexW2077548840MaRDI QIDQ942579

Neyir Özcan, Sabri Arik

Publication date: 5 September 2008

Published in: Physics Letters. A (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.physleta.2006.06.055

Mathematics Subject Classification ID

Probabilistic models, generic numerical methods in probability and statistics (65C20) Learning and adaptive systems in artificial intelligence (68T05) Neural networks for/in biological studies, artificial life and related topics (92B20) Stability theory of functional-differential equations (34K20) Qualitative investigation and simulation of models involving functional-differential equations (34K60)

Related Items (14)

\(\mathcal H_\infty\) stability conditions for delayed neural networks with external disturbances and norm-bounded uncertainties: delay independent and dependent criteria ⋮ A new globally exponential stability criterion for neural networks with discrete and distributed delays ⋮ Robust convergence of Cohen-Grossberg neural networks with time-varying delays ⋮ Further analysis of global robust stability of neural networks with multiple time delays ⋮ Global robust exponential stability analysis for interval neural networks with mixed delays ⋮ Exponential stability criterion for interval neural networks with discrete and distributed delays ⋮ Equilibrium and stability analysis of delayed neural networks under parameter uncertainties ⋮ Adaptive synchronization of Cohen-Grossberg neural networks with unknown parameters and mixed time-varying delays ⋮ Novel delay-dependent stability results for neural networks with time-varying delays ⋮ Novel criteria for global robust exponential stability of neural networks with time-varying delays via LMI approach ⋮ Some improved criteria for global robust exponential stability of neural networks with time-varying delays ⋮ On robust stability of uncertain systems with multiple time-delays ⋮ LMI conditions for global robust stability of delayed neural networks with discontinuous neuron activations ⋮ Delay dependent stability criteria for recurrent neural networks with time varying delays

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• New conditions for global stability of neural networks with application to linear and quadratic programming problems
• Global exponential stability in continuous-time and discrete-time delayed bidirectional neural networks

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