Review on chaotic dynamics of memristive neuron and neural network
The study of dynamics on artificial neurons and neuronal networks is of great significance to
understand brain functions and develop neuromorphic systems. Recently, memristive …
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 …
regulates membrane potential, and energy injection from external stimuli breaks the energy …
Memristor synapse-coupled piecewise-linear simplified Hopfield neural network: Dynamics analysis and circuit implementation
Electromagnetic induction current is generated between the adjacent neurons in neural
network caused by the existence of membrane potential difference. Memristor is the fourth …
network caused by the existence of membrane potential difference. Memristor is the fourth …
A memristive neuron and its adaptability to external electric field
Connecting memristors into any neural circuit can enhance its potential controllability under
external physical stimuli. Memristive current along a magnetic flux-controlled memristor can …
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
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 …
network is established by coupling two Morris-Lecar neurons using a memristor synapse …
Synchronization transitions in a discrete memristor-coupled bi-neuron model
When synaptic connection is created to couple two neurons, the electromagnetic induction
current is unavoidably induced, which can be imitated by a flux-controlled memristor. To …
current is unavoidably induced, which can be imitated by a flux-controlled memristor. To …
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 …
signals by producing distinct output voltage when certain deformation is induced. As a result …
Memristive electromagnetic induction effects on Hopfield neural network
Due to the existence of membrane potential differences, the electromagnetic induction flows
can be induced in the interconnected neurons of Hopfield neural network (HNN). To express …
can be induced in the interconnected neurons of Hopfield neural network (HNN). To express …
Memristive effects on an improved discrete Rulkov neuron model
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 …
the release and propagation of intracellular ions. To better characterize the electromagnetic …
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 …
signals, and thus an isolated neuron and neurons in networks can be activated to trigger …