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Neural Networks, ISSN 0893-6080, 11/2012, Volume 35, pp. 103 - 111
Journal Article
Physics Letters A, ISSN 0375-9601, 2008, Volume 372, Issue 48, pp. 7147 - 7155
In this Letter, we investigate the state estimation problem for a new class of discrete-time neural networks with Markovian jumping parameters as well as... 
Discrete-time neural networks | Markovian jumping parameters | Linear matrix inequality | State estimator | Mixed time delays | EXPONENTIAL STABILITY | PHYSICS, MULTIDISCIPLINARY | ROBUST STABILITY | GLOBAL ASYMPTOTIC STABILITY | LMI APPROACH | SYNCHRONIZATION | DISTRIBUTED DELAYS | SYSTEMS | COMPLEX NETWORKS | Markov processes | Neural networks
Journal Article
Nonlinear Analysis: Hybrid Systems, ISSN 1751-570X, 11/2014, Volume 14, pp. 16 - 37
Journal Article
Physica A: Statistical Mechanics and its Applications, ISSN 0378-4371, 12/2019, Volume 535, p. 122437
The passive state estimation issue of the fuzzy Markov jump neural networks with fading channels is investigated in this paper. In view of the fact that it is... 
Fading channels | Hidden Markov model | Passive state estimation | Fuzzy Markov jump neural networks | DISSIPATIVITY | PHYSICS, MULTIDISCIPLINARY | STABILITY | SAMPLED-DATA SYNCHRONIZATION | TIME | SLIDING MODE | COMPLEX DYNAMICAL NETWORKS | DISCRETE | SYSTEMS | SUBJECT
Journal Article
International Journal of Systems Science, ISSN 0020-7721, 01/2019, Volume 50, Issue 1, pp. 216 - 230
Journal Article
Neural Processing Letters, ISSN 1370-4621, 2018, Volume 50, Issue 1, p. 1
In the work, a class of Markov jump neural networks in the discrete-time domain with fading channels are taken into account. The main aim is to investigate the... 
Fading channels | state estimation | Markov jump neural networks | Finite-time boundedness | Electrical engineering | Electric power systems | Neural networks | Analysis
Journal Article
International Journal of Automation and Computing, ISSN 1476-8186, 06/2019, Volume 16, Issue 3, p. 329
The H .sub.[infinity] state estimation problem for a class of stochastic neural networks with Markovian jumping parameters and leakage delay is investigated in... 
Neural networks | Analysis | Markov processes
Journal Article
by Shen, L and Shen, H and Gao, M and Liu, Y and Huang, X
NEURAL PROCESSING LETTERS, ISSN 1370-4621, 08/2019, Volume 50, Issue 1, pp. 1 - 18
In the work, a class of Markov jump neural networks in the discrete- time domain with fading channels are taken into account. The main aim is to investigate... 
Fading channels | DISSIPATIVITY | STABILIZATION | STABILITY | Finite-time boundedness | PARAMETERS | MODEL | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | SYNCHRONIZATION | Markov jump neural networks | NONLINEAR-SYSTEMS | DISCRETE | SUBJECT | H8 state estimation | FEEDBACK
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 2012, Volume 218, Issue 9, pp. 5769 - 5781
In this paper, the problem of stochastic stability criterion of Markovian jumping neural networks with mode-dependent time-varying delays and partially known... 
Markovian jumping neural networks | Time-varying delays | Stochastic stability | MATHEMATICS, APPLIED | NEUTRAL-TYPE | EXPONENTIAL STABILITY | ROBUST STABILITY | DISCRETE | CONSTANT | SYSTEMS | GLOBAL ASYMPTOTIC STABILITY | STATE ESTIMATION | Markov processes | Neural networks | Analysis | Stability | Mathematical analysis | Mathematical models | Criteria | Stochasticity | Jumping | Delay
Journal Article
International Journal of Automation and Computing, ISSN 1476-8186, 06/2016, Volume 16, Issue 3, pp. 1 - 12
Journal Article
Advances in Difference Equations, ISSN 1687-1839, 12/2018, Volume 2018, Issue 1, pp. 1 - 21
Journal Article
Journal of Difference Equations and Applications, ISSN 1023-6198, 06/2018, Volume 24, Issue 6, pp. 859 - 871
This paper investigates the problem of dissipativity analysis for discrete-time Markovian jumping neural networks with time-varying delays. Based on an... 
Markovian jumping | discrete-time | Dissipativity | time-varying delays | neural networks | PERIODIC-SOLUTIONS | MATHEMATICS, APPLIED | DISTRIBUTED DELAYS | STABILITY | SYSTEMS | STATE ESTIMATION | Markov processes | Linear matrix inequalities | Mathematical analysis | Neural networks | Matrix methods | Dissipation
Journal Article
Neural Processing Letters, ISSN 1370-4621, 8/2019, Volume 50, Issue 1, pp. 1 - 18
In the work, a class of Markov jump neural networks in the discrete-time domain with fading channels are taken into account. The main aim is to investigate the... 
Fading channels | H_{\infty }$$ H ∞ state estimation | Computational Intelligence | Markov jump neural networks | Artificial Intelligence | Complex Systems | Computer Science | Finite-time boundedness
Journal Article