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 …

Biophysical neurons, energy, and synapse controllability: a review

J Ma - Journal of Zhejiang University-Science A, 2023 - Springer
Diffusive intracellular and extracellular ions induce a gradient electromagnetic field that
regulates membrane potential, and energy injection from external stimuli breaks the energy …

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 …

Energy balance via memristor synapse in Morris-Lecar two-neuron network with FPGA implementation

X Yu, H Bao, M Chen, B Bao - Chaos, Solitons & Fractals, 2023 - Elsevier
Synapses can regulate the energy balance in the neural network. In this work, a two-neuron
network is established by coupling two Morris-Lecar neurons using a memristor synapse …

Coexisting firing patterns and phase synchronization in locally active memristor coupled neurons with HR and FN models

Z Li, H Zhou, M Wang, M Ma - Nonlinear Dynamics, 2021 - Springer
Local activity is regarded as the origin of complexity. In this study, a locally active memristor
with coexisting two stable pinched hysteresis loops and two local activity regions is …

What is the most suitable Lyapunov function?

P Zhou, X Hu, Z Zhu, J Ma - Chaos, Solitons & Fractals, 2021 - Elsevier
Lyapunov function provides feasible estimation and prediction of nonlinear system stability,
and useful guidance for adaptive control in chaos and synchronization approach. In case 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 …

A piezoelectric sensing neuron and resonance synchronization between auditory neurons under stimulus

P Zhou, Z Yao, J Ma, Z Zhu - Chaos, Solitons & Fractals, 2021 - Elsevier
A piezoelectric ceramic can convert external mechanical force and vibration into electric
signals by producing distinct output voltage when certain deformation is induced. As a result …

How to wake up the electric synapse coupling between neurons?

P Zhou, X Zhang, J Ma - Nonlinear Dynamics, 2022 - Springer
Both electric and chemical synapses play an important role in receiving and propagating
signals, and thus an isolated neuron and neurons in networks can be activated to trigger …

[HTML][HTML] Estimate physical reliability in Hindmarsh-Rose neuron

Y Xie, Z Yao, G Ren, J Ma - Physics Letters A, 2023 - Elsevier
Reliable neural circuit can address the field energy in exact form and equivalent Hamilton
energy is obtained for theoretical models. Furthermore, the energy dependence on firing …