Dynamics of a neuron with a hybrid memristive ion channel.
Saved in:
| Title: | Dynamics of a neuron with a hybrid memristive ion channel. |
|---|---|
| Authors: | Yu, Zhenhua1 (AUTHOR), Zhu, Kailong1 (AUTHOR), Wang, Ya2 (AUTHOR), Yang, Feifei1 (AUTHOR) yangfeifei@xust.edu.cn |
| Source: | Chaos, Solitons & Fractals. May2025, Vol. 194, pN.PAG-N.PAG. 1p. |
| Subjects: | Membrane potential, Hybrid integrated circuits, Neural circuitry, Biological membranes, Energy function |
| Abstract: | From the viewpoint of the physical, the membrane potential of the biological neuron can be effectively expressed by applying a capacitor. The ion channel in the neuron model can be selected the electrical element the relative to electromagnetic field to estimate and describe. In this paper, a hybrid memristive ion channel is built by connecting an inductor in series to a charge-controlled memristor (CCM), and a neural circuit with a hybrid memristive ion channel is designed by paralleling a capacitor and a nonlinear resistor to both sides of the hybrid memristive ion channel. Furthermore, the oscillator model of neural circuit and its energy function are derived by using the Kirchhoff's Current Law (KCL), Kirchhoff's Voltage Law (KVL) and Helmholtz's theorem. Furthermore, an adaptive regulation law is designed for investigating the self-regulation of neurons. The results illustrate that electrical activities of the neuron model with a hybrid memristive ion channel can be controlled by the external electric field distribution, and its firing modes are also adjusted by the energy ratio of the capacitor to the total energy in the neural circuit. This study is helpful to build artificial neurons with mixed ion channels. The highlights of this paper are described as follows: • 1). A hybrid memristive ion channel is built by connecting an inductor in series to a charge-controlled memristor. • 2). A neural circuit with a hybrid memristive ion channel is designed by paralleling the capacitor and the nonlinear resistor to both sides of the hybrid memristive ion channel. • 3). The validity of the model is verified by numerical simulation. [ABSTRACT FROM AUTHOR] |
| Copyright of Chaos, Solitons & Fractals is the property of Pergamon Press - An Imprint of Elsevier Science and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.) | |
| Database: | Engineering Source |
Be the first to leave a comment!
