A review of chaotic systems based on memristive Hopfield neural networks

H Lin, C Wang, F Yu, J Sun, S Du, Z Deng, Q Deng - Mathematics, 2023 - mdpi.com
Since the Lorenz chaotic system was discovered in 1963, the construction of chaotic
systems with complex dynamics has been a research hotspot in the field of chaos. Recently …

Privacy protection of medical data based on multi-scroll memristive Hopfield neural network

F Yu, H Shen, Q Yu, X Kong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Memristive Hopfield neural network (MHNN) has complex dynamic behavior, which is
suitable for encryption applications. In order to ensure the information security of the medical …

Complex dynamics, hardware implementation and image encryption application of multiscroll memeristive Hopfield neural network with a novel local active …

F Yu, X Kong, AAM Mokbel, W Yao… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Because of the nonlinearity and memory, memristors are the most suitable electrical
component for simulating synapses. A novel local active and nonvolatile memristor is …

A discrete Chialvo–Rulkov neuron network coupled with a novel memristor model: Design, Dynamical analysis, DSP implementation and its application

H Cao, Y Wang, S Banerjee, Y Cao, J Mou - Chaos, Solitons & Fractals, 2024 - Elsevier
In this paper, a novel discrete flux-controlled memristor model combining square and cosine
function is proposed and its properties are analyzed. Then, the discrete memristor is used to …

A chaotic image encryption method based on the artificial fish swarms algorithm and the DNA coding

Y Zhu, C Wang, J Sun, F Yu - Mathematics, 2023 - mdpi.com
Aiming at the problems of small key space and weak resistance to differential attacks in
existing encryption algorithms, we proposed a chaotic digital image encryption scheme …

Dynamics analysis, FPGA realization and image encryption application of a 5D memristive exponential hyperchaotic system

F Yu, S Xu, X Xiao, W Yao, Y Huang, S Cai, B Yin, Y Li - Integration, 2023 - Elsevier
The exponential function is one of the basic elementary functions, which plays an
irreplaceable role in mathematics and is also widely used in practical activities such as life …

Firing mechanism based on single memristive neuron and double memristive coupled neurons

H Shen, F Yu, C Wang, J Sun, S Cai - Nonlinear Dynamics, 2022 - Springer
Memristive neurons and memristive neural networks constructed based on memristors have
important research significance for revealing the mystery of the brain. This paper proposes a …

Dynamic analysis and audio encryption application in IoT of a multi-scroll fractional-order memristive Hopfield neural network

F Yu, Q Yu, H Chen, X Kong, AAM Mokbel, S Cai… - Fractal and …, 2022 - mdpi.com
Fractional-order chaotic systems are widely used in the field of encryption because of its
initial value sensitivity and historical memory. In this paper, the fractional-order definition of …

Dynamic analysis and FPGA implementation of a new, simple 5D memristive hyperchaotic Sprott-C system

F Yu, W Zhang, X Xiao, W Yao, S Cai, J Zhang, C Wang… - Mathematics, 2023 - mdpi.com
In this paper, we first present a simple seven-term 4D hyperchaotic system based on the
classical Sprott-C 3D chaotic system. This novel system is inspired by the simple 4D …

A color image encryption algorithm based on hyperchaotic map and DNA mutation

X Gao, B Sun, Y Cao, S Banerjee, J Mou - Chinese Physics B, 2023 - iopscience.iop.org
We devise a color image encryption scheme via combining hyperchaotic map, cross-plane
operation and gene theory. First, the hyperchaotic map used in the encryption scheme is …