Time-Delay Neural Networks
Finite-Time H-Infinity Filter Design for Discrete Jump Time-Delay Neural Networks
... Keywords-neural networks; stochastic h-infinity finite-time boundedness; linear matrix inequalities (LMIs) ...of time-delay neural networks and many results have been ...
5
Stability and dissipativity analysis of static neural networks with time delay
... It should be pointed out that the neurons of static NNs form layered network configurations through only feedforward interlayered synaptic connections in terms of the neural signal flow. In general, an individual ...
13
A study on state estimation for discrete time recurrent neural networks with leakage delay and time varying delay
... recurrent neural networks with leakage ...a delay-dependent stability criterion for the error system of discrete-time neural networks with leakage delay in terms of linear ...
18
Finite time Stability of Uncertain Neutral type Neural Networks with Time varying Delay
... neutral neural networks with time-varying delay and norm-bounded ...uncertainties. Delay-dependent sufficient conditions, which guarantee that the uncertain neutral neural ...
6
New approach to state estimator for discrete time BAM neural networks with time varying delay
... BAM neural networks with time-varying ...robust delay-dependent state estimation problem for a class of discrete-time BAM neural networks with time-varying delays ...
15
Robust exponential stability analysis for delayed neural networks with time varying delay
... new delay dependent sufficient conditions for the global robust exponential stability analysis of a class of delayed neural networks with time- varying delays and parameter ...on time ...
16
Existence and Stability Analysis of Fractional Order BAM Neural Networks with a Time Delay
... This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/ Abstract Based on the theory of fractional calculus, the contraction mapping ...
12
Delay dependent stability criteria for neutral type neural networks with interval time varying delay signals under the effects of leakage delay
... for time-delay systems has been still ongoing research topic, and it has been received more attention from the ...of time-delay ...the time-delay systems with novel Lyapunov ...
25
Delay-dependent stability analysis for impulsive BAM neural networks with time-varying delays
... BAM neural networks with time- varying ...the delay differential inequality with impulsive initial conditions and employing M-matrix theory, we find some new sufficient conditions ensuring the ...
12
Guaranteed cost control for switched recurrent neural networks with interval time varying delay
... recurrent neural networks with interval time-varying ...The time delay is a continuous function belonging to a given interval, but not necessary ...
12
Synchronization of nonidentical chaotic neural networks with leakage delay and mixed time varying delays
... tic neural networks with discrete and distributed time-varying delays as well as leakage delay, which is more difficult and challenging than the ones for identical chaotic neural ...
17
On extended dissipativity analysis for neural networks with time varying delay and general activation functions
... In this paper, we investigated the problem of extended dissipativity analysis for a class of neural network with time-varying delay. The extended dissipativity generalizes a few previous known ...
16
Neural Network Based Time Delay Estimation
... The neural network systems used in this paper were feed- forward networks. Two-layer and three-layer networks were used. Hyperbolic tangent nonlinearity was used for the hid- den layer neurons, while ...
8
Enhanced robust finite time passivity for Markovian jumping discrete time BAM neural networks with leakage delay
... Abstract This paper is concerned with the problem of enhanced results on robust finite-time passivity for uncertain discrete-time Markovian jumping BAM delayed neural networks with leakage ...
28
A switching rule for exponential stability of switched recurrent neural networks with interval time varying delay
... Keywords: neural networks; switching design; exponential stability; interval time-varying delays; Lyapunov function; linear matrix inequalities 1 Introduction In recent years, neural ...
10
New results on \(H {\infty}\) state estimation of static neural networks with time varying delay
... a delay-dependent state estimator, such that the filtering error system is globally exponentially stable with a prescribed H ∞ ...using delay equal- partitioning method, augmented LKFs are properly ...of ...
15
Delay-dependent passivity analysis of time-varying delayed neural networks with leakage and stochastic effects
... the time delay in the stabilizing negative feedback terms has a tendency to destabilize a system (This kind of delays is known as leakage delays or “forgetting” ...leakage delay effects on dynamics ...
16
Almost periodic solutions for neutral delay Hopfield neural networks with time varying delays in the leakage term on time scales
... the time scale T = R or ...on time scales, we present some sufficient conditions which guarantee the existence of a unique globally exponen- tially stable almost periodic solution for system ...
22
New Results of Global Asymptotical Stability for Impulsive Hopfield Neural Networks with Leakage Time Varying Delay
... of time delay systems and impulsive systems, many effective methods and results have been developed ...leakage time-varying delay and impulse which could affect the dynamics of system ...
15
Delay probability distribution dependent stability criteria for discrete time stochastic neural networks with random delays
... the time-varying delay in some NNs often exists in a stochastic fashion [– ...the time-varying delay in some NNs may be subject to probabilistic measure- ment ...arbitrary time ...
18