[PDF] Top 20 Stability Criteria for BAM Neural Networks With Time–Varying Delays and Leakage Delays
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Stability Criteria for BAM Neural Networks With Time–Varying Delays and Leakage Delays
... The leakage delay and the time-varying delays satisfy = ...delayed BAM neural network (4) is globally asymptotically stable in the mean ... See full document
9
The exponential stability of BAM neural networks with leakage time varying delays and sampled data state feedback input
... The leakage delay, which exists in the negative feedback term of a neural network sys- tem, emerges as a research topic of primary importance ...the stability of the BAM neural ... See full document
10
Exponential stability for fuzzy BAM cellular neural networks with distributed leakage delays and impulses
... (BAM) neural networks due to their potential application prospect in many dis- ciplines such as pattern recognition, automatic control engineering, optimization prob- lems, image processing, speed ... See full document
14
Global exponential stability of Markovian jumping stochastic impulsive uncertain BAM neural networks with leakage, mixed time delays, and α inverse Hölder activation functions
... of time-delayed BAM neural networks for ensuring the stability performance when the leakage delay ...the stability behavior in the sense of asymptotic for BAM ... See full document
31
NEW SUFFICIENT CRITERIA FOR GLOBAL ROBUST STABILITY OF NEURAL NETWORKS WITH MULTIPLE TIME DELAYS
... It is clear that every solution of H(x) = 0 is an equilibrium point of (1). Therefore, we can conclude from Lemma 3 that, for the neural system defined by (2), there exists a unique equilibrium point for every ... See full document
18
New Robust Stability of Uncertain Neutral-Type Neural Networks with Discrete Interval and Distributed Time-Varying Delays
... the neural cells in practice, the existing neural network models cannot characterize the properties of a neural reaction process precisely ...complicated neural networks, a new type of ... See full document
8
New Results on Passivity Criteria for a Class of Neural Networks with Interval and Distributed Time-Varying Delays
... past, neural networks have attracted consider- able attention in various fields of science and engineering applications such as signal processing, pattern recognition, static image processing, associative ... See full document
5
Robust Stability Analysis for T S Fuzzy Neural Networks with Time varying Delays
... the stability properties of linear time delay ...robust stability of T-S fuzzy system with time delay [2] and time-varying delay [1, 4, 5, 6, 7, 8, 9, 10, 11, 13, 15, ...the ... See full document
11
Existence and globally exponential stability of equilibrium for fuzzy BAM neural networks with distributed delays and impulse
... cellular neural networks and investigated the stability of fuzzy cellular neural networks ...on stability and periodicity of FCNNs [24-30]. On the other hand, time ... See full document
12
Existence and Global Exponential Stability of Periodic Solutions for General Neural Networks with Time Varying Delays
... The organization of this paper is as follows. In Section 2, we introduce some notations and definitions, and state some preliminary results needed in later sections. We then study, in Section 3, the existence of periodic ... See full document
14
Anti periodic oscillations of bidirectional associative memory (BAM) neural networks with leakage delays
... The paper is planned as follows. In Sect. 2, several notations and preliminary results are prepared. In Sect. 3, we give a sufficient condition for the existence and global exponential stability of anti-periodic ... See full document
17
A perspective on graph theory based stability analysis of impulsive stochastic recurrent neural networks with time varying delays
... exponential stability analysis of neural networks with time-varying de- lays, stochastic, impulsive effects was investigated by many ...the stability of neural ... See full document
21
Dynamical analysis of fuzzy cellular neural networks with time-varying delays
... exponential stability of the periodic solution for fuzzy cellular neural networks with time-varying ...and time delays of the system (1). The obtained criteria can ... See full document
7
Delay probability distribution dependent stability criteria for discrete time stochastic neural networks with random delays
... the time delay is ...that stability conditions in this paper are de- pendent on time delays themselves, the variation interval and the distribution probability of the delay, that is, not only ... See full document
18
Robust stability of uncertain Markovian jump neural networks with mode dependent time varying delays and nonlinear perturbations
... delay-dependent stability is investigated for uncertain Markovian jump neural networks with leakage delay, two additive time-varying delay components, and nonlinear ...additive ... See full document
26
Anti periodic solution for impulsive high order Hopfield neural networks with time varying delays in the leakage terms
... exponential stability of an anti- periodic solution for IHHNNs with time-varying delays in the leakage terms of system ...exponential stability of an anti-periodic solution for ... See full document
15
Existence and exponential stability of anti periodic solutions for HCNNs with time varying leakage delays
... cellular neural networks (HCNNs) have attracted much attention due to their wide range of applications in many fields such as signal and image processing, pattern recognition, optimization, and many other ... See full document
14
Almost periodic solutions for neutral delay Hopfield neural networks with time varying delays in the leakage term on time scales
... and stability of almost periodic solutions to neutral-type delay neural networks with time-varying delays in the leakage term on time ...neutral-type neural ... See full document
22
Dynamic Analysis of Fractional Order Fuzzy BAM Neural Networks with Delays in the Leakage Terms
... typical time delay called leakage delay which is the time delay in the leakage term of the systems and a considerable factor affecting dynamics for the worse in the systems, has a great impact ... See full document
12
Existence and exponential stability of an equilibrium point for fuzzy BAM neural networks with time varying delays in leakage terms on time scales
... optimization, BAM neural networks have received much ...and stability of an equilibrium point, periodic solutions or almost periodic solutions of BAM neural networks ... See full document
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