New LMI-based passivity criteria for neutral-type BAM neural networks with randomly occurring uncertainties

DOI10.1016/S0034-4877(13)00026-8zbMath1284.92015OpenAlexW1969196787MaRDI QIDQ2447095

K. Mathiyalagan, P. Prakash, A. Arunkumar, R. Anbuvithya, Rathinasamy Sakthivel

Publication date: 24 April 2014

Published in: Reports on Mathematical Physics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0034-4877(13)00026-8

zbMATH Keywords

linear matrix inequalitiespassivity analysismixed time delaysneutral-type BAM neural networksrandomly occurring uncertainties

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) Miscellaneous inequalities involving matrices (15A45) Computational methods for problems pertaining to biology (92-08)

Related Items (6)

Finite-time generalized projective lag synchronization criteria for neutral-type neural networks with delay ⋮ Existence and exponential stability of almost periodic solutions for neutral-type BAM neural networks with distributed leakage delays ⋮ Dynamics of almost periodic BAM neural networks with neutral delays ⋮ An analysis of stability of neutral-type neural systems with constant time delays ⋮ Fixed points and exponential stability for impulsive time-delays BAM neural networks via LMI approach and contraction mapping principle ⋮ Almost periodic solutions of impulsive BAM neural networks with variable delays on time scales

Uses Software

• Matlab
• LMI toolbox

Cites Work

• State estimation of neural networks with time-varying delays and Markovian jumping parameter based on passivity theory
• New passivity criteria for fuzzy BAM neural networks with Markovian jumping parameters and time-varying delays
• Exponential stability for stochastic BAM networks with discrete and distributed delays
• Robust passivity analysis of fuzzy Cohen-Grossberg BAM neural networks with time-varying delays
• Passivity of uncertain neural networks with both leakage delay and time-varying delay
• Passive learning and input-to-state stability of switched Hopfield neural networks with time-delay
• New results on exponential passivity of neural networks with time-varying delays
• Passivity analysis of Markov jump neural networks with mixed time-delays and piecewise-constant transition rates
• Global exponential stability for BAM neural networks with time-varying delays in the leakage terms
• Global asymptotic stability to a generalized Cohen-Grossberg BAM neural networks of neutral type delays
• Global exponential stability of generalized recurrent neural networks with discrete and distributed delays
• Global dissipativity of a class of BAM neural networks with time-varying and unbound delays
• Robust passivity analysis for Takagi–Sugeno fuzzy stochastic Cohen–Grossberg interval neural networks with time-varying delays
• Analysis on passivity and passification of T-S fuzzy systems with time-varying delays
• Linear Matrix Inequalities in System and Control Theory
• Output feedback H_∞ control of systems with parameter uncertainty
• New results on passivity analysis of uncertain neural networks with time-varying delays
• Stability of time-delay systems

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