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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 …
Robust passivity and stability analysis of uncertain complex-valued impulsive neural networks with time-varying delays
G Rajchakit, R Sriraman - Neural Processing Letters, 2021 - Springer
In this article, we investigate the robust passivity and stability analysis of uncertain complex-
valued impulsive neural network (UCVINN) models with time-varying delays. Many practical …
valued impulsive neural network (UCVINN) models with time-varying delays. Many practical …
Fixed-time synchronization of quaternion-valued memristive neural networks with time delays
R Wei, J Cao - Neural Networks, 2019 - Elsevier
In this paper, a new type of neural networks, quaternion-valued memristive neural networks
(QVMNNs) is formulated. On the basis of the differential inclusion principle and the …
(QVMNNs) is formulated. On the basis of the differential inclusion principle and the …
Bifurcations in a fractional-order neural network with multiple leakage delays
This paper expatiates the stability and bifurcation for a fractional-order neural network
(FONN) with double leakage delays. Firstly, the characteristic equation of the developed …
(FONN) with double leakage delays. Firstly, the characteristic equation of the developed …
Fixed-time synchronization for complex-valued BAM neural networks with time-varying delays via pinning control and adaptive pinning control
The paper mainly studies the fixed-time synchronization of complex-valued BAM neural
networks with time-varying delays via pinning control and adaptive pinning control. Firstly …
networks with time-varying delays via pinning control and adaptive pinning control. Firstly …
Finite-time and fixed-time synchronization control of fuzzy Cohen-Grossberg neural networks
This paper aims to investigate the finite-time and fixed-time robust synchronization of fuzzy
Cohen-Grossberg neural networks with discontinuous activations. To deal with the …
Cohen-Grossberg neural networks with discontinuous activations. To deal with the …
Stability and synchronization criteria for fractional order competitive neural networks with time delays: An asymptotic expansion of Mittag Leffler function
Competitive neural networks (CNNs) has not been well developed in nonlinear fractional
order dynamical system, which is developed first time in this paper. Then, by means of a …
order dynamical system, which is developed first time in this paper. Then, by means of a …
Novel results on synchronization for a class of switched inertial neural networks with distributed delays
G Zhang, Z Zeng, D Ning - Information Sciences, 2020 - Elsevier
This paper presents a class of state-dependent switched neural networks with inertial items
and distributed delays. Several new results are derived to ensure the exponential …
and distributed delays. Several new results are derived to ensure the exponential …
New fixed‐time synchronization control of discontinuous inertial neural networks via indefinite Lyapunov‐Krasovskii functional method
F Kong, Q Zhu - International Journal of Robust and Nonlinear …, 2021 - Wiley Online Library
The purpose of this article is to investigate the existence of periodic solutions and fixed‐time
synchronization (FTS) of a class of discontinuous inertial neural networks (DINNs) with time …
synchronization (FTS) of a class of discontinuous inertial neural networks (DINNs) with time …
Intermittent event-triggered exponential stabilization for state-dependent switched fuzzy neural networks with mixed delays
In this article, the issue of intermittent event-triggered exponential stabilization for state-
dependent switched fuzzy neural networks with mixed delays is discussed and resolved. By …
dependent switched fuzzy neural networks with mixed delays is discussed and resolved. By …