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An overview of recent developments in Lyapunov–Krasovskii functionals and stability criteria for recurrent neural networks with time-varying delays
Global asymptotic stability is an important issue for wide applications of recurrent neural
networks with time-varying delays. The Lyapunov–Krasovskii functional method is a …
networks with time-varying delays. The Lyapunov–Krasovskii functional method is a …
An overview of neuronal state estimation of neural networks with time-varying delays
Neuronal state estimation of neural networks is a fundamental issue, aiming at estimating
neuronal states from contaminated neural measurement outputs. Inspired by extensive …
neuronal states from contaminated neural measurement outputs. Inspired by extensive …
H∞ State Estimation for Neural Networks With General Activation Function and Mixed Time-Varying Delays
W Qian, W **ng, S Fei - IEEE Transactions on Neural Networks …, 2020 - ieeexplore.ieee.org
This article deals with H∞ state estimation of neural networks with mixed delays. In order to
make full use of delay information, novel delay-product Lyapunov-Krasovskii functional …
make full use of delay information, novel delay-product Lyapunov-Krasovskii functional …
L2-L∞ filtering for stochastic delayed systems with randomly occurring nonlinearities and sensor saturation
W Qian, Y Li, Y Chen, W Liu - International Journal of Systems …, 2020 - Taylor & Francis
This work investigates L2-L∞ filtering problem for a class of stochastic systems with time-
delay and randomly occurring phenomena. The purpose of the addressed problem is to …
delay and randomly occurring phenomena. The purpose of the addressed problem is to …
Energy-to-peak state estimation with intermittent measurement outliers: The single-output case
This article is concerned with the energy-to-peak state estimation problem for a class of
linear discrete-time systems with energy-bounded noises and intermittent measurement …
linear discrete-time systems with energy-bounded noises and intermittent measurement …
An event-triggered approach to torsional vibration control of drill-string system using measurement-while-drilling data
Suppressing torsional vibration of drill-string has great safety and economic importance to
drilling process. Note that most existing control methods only measure surface information …
drilling process. Note that most existing control methods only measure surface information …
Delay-distribution-dependent state estimation for neural networks under stochastic communication protocol with uncertain transition probabilities
In this paper, the protocol-based remote state estimation problem is considered for a kind of
delayed artificial neural networks. The random time-varying delays fall into certain intervals …
delayed artificial neural networks. The random time-varying delays fall into certain intervals …
H∞ state estimation for multi-rate artificial neural networks with integral measurements: A switched system approach
In this paper, the H∞ state estimation problem is studied for a class of multi-rate artificial
neural networks with integral measurements. A novel method, rather than the widely used …
neural networks with integral measurements. A novel method, rather than the widely used …
Observer‐based trajectory control for directional drilling process
This paper is concerned with observer‐based trajectory control of directional drilling system
with rotary steering devices. Since the trajectory orientation cannot be measured directly …
with rotary steering devices. Since the trajectory orientation cannot be measured directly …
Delay-dependent global exponential stability for neural networks with time-varying delay
B Yang, M Hao, J Cao, X Zhao - Neurocomputing, 2019 - Elsevier
This paper deals with the global exponential stability problem of neural networks with time-
varying delay. A novel Lyapounov–Krasovskii functional (LKF), which contains a common …
varying delay. A novel Lyapounov–Krasovskii functional (LKF), which contains a common …