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Novel delay-dependent asymptotic stability criteria for neural networks with time-varying delays
Authors:Junkang Tian  Dongsheng XuJian Zu
Institution:College of Science, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China
Abstract:The problem of delay-dependent asymptotic stability criteria for neural networks (NNs) with time-varying delays is investigated. An improved linear matrix inequality based on delay-dependent stability test is introduced to ensure a large upper bound for time-delay. A new class of Lyapunov function is constructed to derive a novel delay-dependent stability criteria. Finally, numerical examples are given to indicate significant improvement over some existing results.
Keywords:34K20  34K25  37C75  37C25  37C20  37N35  37N40  93C10  93C83  93D05  93D20
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