Finite-time synchronization of multi-coupling stochastic fuzzy neural networks with mixed delays via feedback control

D Xu, Y Liu, M Liu - Fuzzy Sets and Systems, 2021 - Elsevier
In this paper, the finite-time synchronization problem for multi-coupling fuzzy cellular neural
networks (FCNNs) with stochastic perturbations and mixed delays is addressed. Compared …

A further study on bifurcation for fractional order BAM neural networks with multiple delays

C Xu, C Aouiti, Z Liu - Neurocomputing, 2020 - Elsevier
In the present work, new fractional order BAM neural networks with multiple delays are
formulated. Firstly, we study the existence and uniqueness of solution of the constructed …

Exponential stability analysis for delayed semi-Markovian recurrent neural networks: A homogeneous polynomial approach

X Li, F Li, X Zhang, C Yang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
This paper investigates the exponential stability analysis issue for a class of delayed
recurrent neural networks (RNNs) with semi-Markovian parameters. By constructing a …

Stabilization of second-order memristive neural networks with mixed time delays via nonreduced order

G Zhang, Z Zeng - IEEE transactions on neural networks and …, 2019 - ieeexplore.ieee.org
In this brief, we investigate a class of second-order memristive neural networks (SMNNs)
with mixed time-varying delays. Based on nonsmooth analysis, the Lyapunov stability …

Stability analysis of almost periodic solutions of discontinuous BAM neural networks with hybrid time-varying delays and D operator

F Kong, Q Zhu, K Wang, JJ Nieto - Journal of the Franklin Institute, 2019 - Elsevier
In the paper, we are concerned with a class of discontinuous BAM neural networks with
hybrid time-varying delays and D operator. Based on the concept of Filippov solution, by …

Existence and global exponential stability of pseudo almost periodic solution for neutral delay BAM neural networks with time-varying delay in leakage terms

C Aouiti, IB Gharbia, J Cao, MS M'hamdi… - Chaos, Solitons & …, 2018 - Elsevier
In this paper, bidirectional associative memory (BAM) neural networks with time-varying
delays in leakage terms are investigated. A set of sufficient conditions are obtained for the …

Existence and exponential stability of piecewise pseudo almost periodic solution of neutral-type inertial neural networks with mixed delay and impulsive perturbations

C Aouiti, EA Assali, IB Gharbia, Y El Foutayeni - Neurocomputing, 2019 - Elsevier
In this paper, the exponential stability of piecewise pseudo almost periodic solutions for
neutral-type inertial neural networks with time-varying, infinite-time distributed delays (mixed …

Finite-time synchronization of memristive Cohen–Grossberg neural networks with time delays

Y Shi, J Cao - Neurocomputing, 2020 - Elsevier
This paper discusses the finite-time synchronization of memristor-based Cohen–Grossberg
neural networks with time-varying delays. By using nonlinear transformation, an equivalent …

Oscillation of impulsive neutral delay generalized high-order Hopfield neural networks

C Aouiti - Neural Computing and Applications, 2018 - Springer
In this paper, the existence and the exponential stability of piecewise differentiable pseudo-
almost periodic solutions for a class of impulsive neutral high-order Hopfield neural …

Fixed-time synchronization of competitive neural networks with proportional delays and impulsive effect

C Aouiti, EA Assali, F Chérif, A Zeglaoui - Neural Computing and …, 2020 - Springer
This paper investigates the fixed-time synchronization problems for competitive neural
networks with proportional delays and impulsive effect. The concerned network involves two …