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 …

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 …

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 …

Bifurcations in a fractional-order neural network with multiple leakage delays

C Huang, H Liu, X Shi, X Chen, M **ao, Z Wang, J Cao - Neural Networks, 2020 - Elsevier
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 …

Fixed-time synchronization for complex-valued BAM neural networks with time-varying delays via pinning control and adaptive pinning control

S Wang, Z Zhang, C Lin, J Chen - Chaos, Solitons & Fractals, 2021 - Elsevier
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 …

Finite-time and fixed-time synchronization control of fuzzy Cohen-Grossberg neural networks

F Kong, Q Zhu, R Sakthivel - Fuzzy Sets and Systems, 2020 - Elsevier
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 …

Stability and synchronization criteria for fractional order competitive neural networks with time delays: An asymptotic expansion of Mittag Leffler function

A Pratap, R Raja, J Cao, G Rajchakit… - Journal of the Franklin …, 2019 - Elsevier
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 …

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 …

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 …

Intermittent event-triggered exponential stabilization for state-dependent switched fuzzy neural networks with mixed delays

X Li, NR Pal, H Li, T Huang - IEEE Transactions on Fuzzy …, 2021 - ieeexplore.ieee.org
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 …