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 …

Hidden coexisting hyperchaos of new memristive neuron model and its application in image encryption

Q Lai, C Lai, H Zhang, C Li - Chaos, Solitons & Fractals, 2022 - Elsevier
The neuron models have been widely applied to neuromorphic computing systems and
chaotic circuits. However, discrete neuron models and their application in image encryption …

Offset-control plane coexisting behaviors in two-memristor-based Hopfield neural network

H Bao, M Hua, J Ma, M Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Memristor synapse with activated synaptic plasticity can be taken as an adaptive connection
synaptic weight. To demonstrate its kinetic effects, in this article, we present an improved …

Reproduce the biophysical function of chemical synapse by using a memristive synapse

F Wu, Y Guo, J Ma - Nonlinear Dynamics, 2022 - Springer
Dynamical modeling of nervous systems is of fundamental importance in many scientific
fields containing the topics relative to computational neuroscience and biophysics. Many …

Electromagnetic induction effects on electrical activity within a memristive Wilson neuron model

Q Xu, Z Ju, S Ding, C Feng, M Chen, B Bao - Cognitive Neurodynamics, 2022 - Springer
Neurons can exhibit abundant electrical activities due to physical effects of various
electrophysiology environments. The electromagnetic induction flows can be triggered by …

Energy flow accounts for the adaptive property of functional synapses

FQ Wu, YT Guo, J Ma - Science China Technological Sciences, 2023 - Springer
In the presence of external stimuli and electromagnetic radiation (EMR), biological neurons
can exhibit different firing patterns and switch to appropriate firing modes because of …

Formation of local heterogeneity under energy collection in neural networks

Y Xie, Z Yao, J Ma - Science China Technological Sciences, 2023 - Springer
Static distribution of intracellular and extracellular ions can induce the spatial distribution of
electric field in the cell, while stochastic diffusion and propagation of ions can generate …

Memristive cyclic three-neuron-based neural network with chaos and global coexisting attractors

H Bao, ZG Chen, JM Cai, Q Xu, BC Bao - Science China Technological …, 2022 - Springer
It has been documented that a cyclic three-neuron-based neural network with resistive
synaptic weights cannot exhibit chaos. Towards this end, a memristive cyclic three-neuron …

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 …

Biophysical mechanism of signal encoding in an auditory neuron

Y Guo, P Zhou, Z Yao, J Ma - Nonlinear Dynamics, 2021 - Springer
Auditory system in animals can capture external sound signals, which can be converted into
biophysical electric signals, and then the auditory neurons are activated to generate kinds of …