Fixed-time synchronization of complex-valued memristive BAM neural network and applications in image encryption and decryption

Y Guo, Y Luo, W Wang, X Luo, C Ge, J Kurths… - International Journal of …, 2020 - Springer
This paper focuses on the dynamical characteristics of complex-valued memristor-based
BAM neural network (CVMBAMNN) with leakage time-varying delay. With two different …

Finite-time projective synchronization of memristor-based BAM neural networks and applications in image encryption

W Wang, X Wang, X Luo, M Yuan - IEEE Access, 2018 - ieeexplore.ieee.org
Inspired by security applications in the image transmission, this paper focuses on the usage
of chaotic properties of memristor-based bidirectional associate memory neural networks …

Exponential synchronization of delayed memristor-based uncertain complex-valued neural networks for image protection

M Yuan, W Wang, Z Wang, X Luo… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
This article solves the exponential synchronization issue of memristor-based complex-
valued neural networks (MCVNNs) with time-varying uncertainties via feedback control …

Observer-based synchronization of memristive neural networks under DoS attacks and actuator saturation and its application to image encryption

C Zhou, C Wang, W Yao, H Lin - Applied Mathematics and Computation, 2022 - Elsevier
In this article, the synchronization issue of memristive neural networks (MNNs) under denial-
of-service (DoS) attacks and actuator saturation is investigated via an observer-based …

Fixed-time synchronization control of memristive MAM neural networks with mixed delays and application in chaotic secure communication

W Wang, X Jia, X Luo, J Kurths, M Yuan - Chaos, Solitons & Fractals, 2019 - Elsevier
In this paper, the fixed-time synchronization control problem of memristive multidirectional
associative memory neural networks (MMAMNNs) is considered. Based on the nonlinear …

Finite/fixed-time synchronization for Markovian complex-valued memristive neural networks with reaction–diffusion terms and its application

X Song, J Man, S Song, Y Zhang, Z Ning - Neurocomputing, 2020 - Elsevier
This paper pays attention to the synchronization issue of complex-valued memristive neural
networks (CVMNNs) that contain reaction–diffusion terms and Markovian jump parameters …

Finite-time synchronization of chaotic memristive multidirectional associative memory neural networks and applications in image encryption

W Wang, X Yu, X Luo, J Kurths - IEEE Access, 2018 - ieeexplore.ieee.org
Traditional biological neural networks lack the capability of reflecting variable synaptic
weights when simulating associative memory of human brains. In this paper, we propose a …

A memristive fully connect neural network and application of medical image encryption based on central diffusion algorithm

J Sun, C Li, Z Wang, Y Wang - IEEE Transactions on Industrial …, 2023 - ieeexplore.ieee.org
With the continuous development of computers, communication technology, and regional
medical collaboration services, the security and confidentiality of information are becoming …

Finite/fixed-time synchronization of inertial memristive neural networks by interval matrix method for secure communication

F Wei, G Chen, Z Zeng, N Gunasekaran - Neural Networks, 2023 - Elsevier
This paper investigates the finite/fixed-time synchronization problem of delayed inertial
memristive neural networks (DIMNNs) using interval matrix-based methods within a unified …

Coexisting multi-stability of Hopfield neural network based on coupled fractional-order locally active memristor and its application in image encryption

D Ding, H Xiao, Z Yang, H Luo, Y Hu, X Zhang… - Nonlinear Dynamics, 2022 - Springer
Locally active memristor has become a research hotspot, and plays an important role in the
research of neural networks. In order to study the dynamic behavior of synaptic crosstalk …