Review on chaotic dynamics of memristive neuron and neural network

H Lin, C Wang, Q Deng, C Xu, Z Deng, C Zhou - Nonlinear Dynamics, 2021 - Springer
The study of dynamics on artificial neurons and neuronal networks is of great significance to
understand brain functions and develop neuromorphic systems. Recently, memristive …

FPGA implementation and image encryption application of a new PRNG based on a memristive Hopfield neural network with a special activation gradient

F Yu, Z Zhang, H Shen, Y Huang, S Cai… - Chinese Physics B, 2022 - iopscience.iop.org
A memristive Hopfield neural network (MHNN) with a special activation gradient is proposed
by adding a suitable memristor to the Hopfield neural network (HNN) with a special …

A new multi-scroll Chua's circuit with composite hyperbolic tangent-cubic nonlinearity: Complex dynamics, Hardware implementation and Image encryption …

F Yu, H Shen, Z Zhang, Y Huang, S Cai, S Du - Integration, 2021 - Elsevier
In this paper, a new method for generating multi-scroll chaotic attractors via constructing a
compound hyperbolic tangent-cubic nonlinear function in canonical Chua's circuit is …

A novel hyperchaotic image encryption system based on particle swarm optimization algorithm and cellular automata

J Zeng, C Wang - Security and Communication Networks, 2021 - Wiley Online Library
In this paper, we propose a hyperchaotic image encryption system based on particle swarm
optimization algorithm (PSO) and cellular automata (CA). Firstly, to improve the ability to …

A fractional-order multistable locally active memristor and its chaotic system with transient transition, state jump

W Xie, C Wang, H Lin - Nonlinear Dynamics, 2021 - Springer
Fractional calculus is closer to reality and has the same memory characteristics as
memristor. Therefore, a fractional-order multistable locally active memristor is proposed for …

A 3D memristive chaotic system with conditional symmetry

R Wang, C Li, S Kong, Y Jiang, T Lei - Chaos, Solitons & Fractals, 2022 - Elsevier
Based on the special structure of variable-boostable chaotic system VB24, a quadratic flux-
controlled memristor is embedded for the construction of a 3D memristive chaotic system …

Dynamic analysis and application in medical digital image watermarking of a new multi-scroll neural network with quartic nonlinear memristor

F Yu, H Chen, X Kong, Q Yu, S Cai, Y Huang… - The European Physical …, 2022 - Springer
Memristor is widely used in various neural bionic models because of its excellent
characteristics in biological neural activity simulation. In this paper, a piecewise nonlinear …

Dynamics analysis, hardware implementation and engineering applications of novel multi-style attractors in a neural network under electromagnetic radiation

F Yu, H Shen, Z Zhang, Y Huang, S Cai, S Du - Chaos, Solitons & Fractals, 2021 - Elsevier
This article studies the interesting dynamics of a small neural network with three neurons
under electromagnetic radiation. The electromagnetic radiation strength can change the …

Continuous non-autonomous memristive Rulkov model with extreme multistability

Q Xu, T Liu, CT Feng, H Bao, HG Wu… - Chinese Physics B, 2021 - iopscience.iop.org
Based on the two-dimensional (2D) discrete Rulkov model that is used to describe neuron
dynamics, this paper presents a continuous non-autonomous memristive Rulkov model. The …

A 6D fractional-order memristive Hopfield neural network and its application in image encryption

F Yu, X Kong, H Chen, Q Yu, S Cai, Y Huang… - Frontiers in …, 2022 - frontiersin.org
This paper proposes a new memristor model and uses pinched hysteresis loops (PHL) to
prove the memristor characteristics of the model. Then, a new 6D fractional-order memristive …