Stability Analysis for Delayed Neural Networks Considering Both Conservativeness and Complexity.
IEEE Transactions on Neural Networks and Learning Systems(2016)
摘要
This paper investigates delay-dependent stability for continuous neural networks with a time-varying delay. This paper aims at deriving a new stability criterion, considering tradeoff between conservativeness and calculation complexity. A new Lyapunov-Krasovskii functional with simple augmented terms and delay-dependent terms is constructed, and its derivative is estimated by several techniques, i...
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关键词
Complexity theory,Stability criteria,Symmetric matrices,Numerical stability,Biological neural networks,Delays
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