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 …

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 …

Brain-like initial-boosted hyperchaos and application in biomedical image encryption

H Lin, C Wang, L Cui, Y Sun, C Xu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Neural networks have been widely and deeply studied in the field of computational
neurodynamics. However, coupled neural networks and their brain-like chaotic dynamics …

A hyperchaotic map with a new discrete memristor model: Design, dynamical analysis, implementation and application

L Ren, J Mou, S Banerjee, Y Zhang - Chaos, Solitons & Fractals, 2023 - Elsevier
The memristor has received much attention in recent years because of its natural
nonlinearity, but the research on discrete memristor is just beginning. For this reason, a new …

A memristive neuron and its adaptability to external electric field

F Yang, Y Xu, J Ma - Chaos: An Interdisciplinary Journal of Nonlinear …, 2023 - pubs.aip.org
Connecting memristors into any neural circuit can enhance its potential controllability under
external physical stimuli. Memristive current along a magnetic flux-controlled memristor can …

Memristor initial-offset boosting and its bifurcation mechanism in a memristive FitzHugh-Nagumo neuron model with hidden dynamics

X Chen, N Wang, Y Wang, H Wu, Q Xu - Chaos, Solitons & Fractals, 2023 - Elsevier
Electromagnetic induction plays a vital role in impacting the neuron dynamics, since the
electromagnetic induction is triggered alongside with the complex interaction of membrane …

Dynamical analysis of a new chaotic system: asymmetric multistability, offset boosting control and circuit realization

C Ma, J Mou, L Xiong, S Banerjee, T Liu, X Han - Nonlinear Dynamics, 2021 - Springer
In this paper, a new four-dimensional dissipative chaotic system which can produce multiple
asymmetric attractors is designed and its dynamical behaviors are analyzed. The basin of …

Memristive effects on an improved discrete Rulkov neuron model

H Bao, KX Li, J Ma, ZY Hua, Q Xu, BC Bao - Science China Technological …, 2023 - Springer
A change in neuronal-action potential can generate a magnetically induced current during
the release and propagation of intracellular ions. To better characterize the electromagnetic …

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 …

Hopfield neural network with multi-scroll attractors and application in image encryption

Z Hu, C Wang - Multimedia Tools and Applications, 2024 - Springer
Hopfield neural networks are favored by academia and industrial fields due to their
abundant dynamics. In this paper, the dynamical behavior of a small Hopfield neural …