Improved exponential stability criteria for neural networks with time-varying delays
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Summary
By dividing the delay interval into multiple segments and choosing a new Lyapunov functional, some improved stability criteria are derived in terms of linear matrix inequalities.
- Type
- article
- Published
- 2012-11-01
- Cited by
- 30
- References
- 48
- OpenAlex
- https://openalex.org/W1990419745
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:6207129
Keywords
Exponential stability, Artificial neural network, Stability (learning theory), Interval (graph theory), Convex optimization
References
- Complete Delay-Decomposing Approach to Asymptotic Stability for Neural Networks With Time-Varying Delays
- An integral inequality in the stability problem of time-delay systems
- New LMT-based delay-dependent criterion for global asymptotic stability of cellular neural networks
- On synchronization of coupled neural networks with discrete and unbounded distributed delays
- Delay-Slope-Dependent Stability Results of Recurrent Neural Networks
- Global exponential stability of neural networks with discrete and distributed delays and general activation functions on time scales
- Global asymptotic stability of a larger class of neural networks with constant time delay
- New conditions for global exponential stability of cellular neural networks with delays
- Exponential stability of recurrent neural networks with time-varying discrete and distributed delays
- Improved asymptotic stability criteria for neural networks with interval time-varying delay
- A delay decomposition approach to delay-dependent passivity analysis for interval neural networks with time-varying delay
- Delay-interval-dependent stability of recurrent neural networks with time-varying delay
- New stability criteria for Cohen-Grossberg neural networks with time delays
- Robust exponential stability analysis of neural networks with multiple time delays
- Exponential stability of recurrent neural networks with both time-varying delays and general activation functions via LMI approach
- Novel delay-dependent stability criteria of neural networks with time-varying delay
- Improved delay-dependent stability criterion for neural networks with time-varying delay
- A new approach to exponential stability analysis of neural networks with time-varying delays
- Neural networks with discrete and distributed time-varying delays: A general stability analysis
- Further results on state estimation for neural networks of neutral-type with time-varying delay
Cited by
- Improved exponential stability criteria for time-varying delayed neural networks
- Improved Results on Reachable Set Bounding for Linear Delayed Systems with Polytopic Uncertainties
- New Delay-Dependent Exponential Stability Criteria for Neural Networks with Mixed Time-Varying Delays
- Weighted pseudo‐almost periodic functions on time scales with applications to cellular neural networks with discrete delays
- H∞H_∞ State estimation for discrete-time neural networks with time-varying and distributed delays
- Global Exponential Stability for DCNNs with Impulses on Time Scales
- Improved delay-dependent stability criteria for neural networks with discrete and distributed time-varying delays using a delay-partitioning approach
- Globally exponential stability for neural networks with time-varying delays
- A New Globally Exponential Stability Criterion for Neural Networks with Discrete and Distributed Delays
- th Moment Exponential Stability of Stochastic PWM Feedback Systems with Time-Varying Delays
- Exponential Stability Analysis for Uncertain Neural Networks with Discrete and Distributed Time-Varying Delays
- Improved results on reachable set bounding for linear systems with discrete and distributed delays
- Sampled-data filtering of Takagi-Sugeno fuzzy neural networks with interval time-varying delays
- Robust H_∞ H∞ control for singular time-delay systems with saturating actuators via static output feedback
- Exponential Stability, Passivity, and Dissipativity Analysis of Generalized Neural Networks With Mixed Time-Varying Delays
- New results on reachable set bounding for linear time delay systems with polytopic uncertainties via novel inequalities
- Stability results for stochastic delayed recurrent neural networks with discrete and distributed delays
- A new global robust stability condition for uncertain neural networks with discrete and distributed delays
- Exponential H∞ synchronization of switching fuzzy systems with time-varying delay and impulses
- Novel results on dissipativity analysis for generalized delayed neural networks
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