Xu Ying, Ma Jun, Zhan Xuan, Yang Lijian, Jia Ya
1Department of Physics, Central China Normal University, Wuhan, 430079 China.
2Department of Physics, Lanzhou University of Technology, Lanzhou, 730050 China.
Cogn Neurodyn. 2019 Dec;13(6):601-611. doi: 10.1007/s11571-019-09547-8. Epub 2019 Jul 4.
Neuron shows distinct dependence of electrical activities on membrane patch temperature, and the mode transition of electrical activity is induced by the patch temperature through modulating the opening and closing rates of ion channels. In this paper, inspired by the physical effect of memristor, the potassium and sodium ion channels embedded in the membrane patch are updated by using memristor-based voltage gate variables, and an external stimulus is applied to detect the variety of mode selection in electrical activities under different patch temperatures. It is found that each ion channel can be regarded as a physical memristor, and the shape of pinched hysteresis loop of memristor is dependent on both input voltage and patch temperature. The pinched hysteresis loops of two ion-channel memristors are dramatically enlarged by increasing patch temperature, and the hysteresis lobe areas are monotonously reduced with the increasing of excitation frequency if the frequency of external stimulus exceeds certain threshold. However, for the memristive potassium channel, the 1 corresponding to the threshold frequency is increased with the increasing of patch temperature. The amplitude of conductance for two ion-channel memristors depends on the variation of patch temperature. The results of this paper might provide insights to modulate the neural activities in appropriate temperature condition completely, and involvement of external stimulus enhance the effect of patch temperature.
神经元的电活动对膜片温度表现出明显的依赖性,并且电活动的模式转变是由膜片温度通过调节离子通道的开闭速率诱导产生的。在本文中,受忆阻器物理效应的启发,利用基于忆阻器的电压门控变量对嵌入膜片中的钾离子和钠离子通道进行更新,并施加外部刺激以检测不同膜片温度下电活动中模式选择的变化。研究发现,每个离子通道都可被视为一个物理忆阻器,忆阻器的 pinched 滞后回线形状取决于输入电压和膜片温度。通过提高膜片温度,两个离子通道忆阻器的 pinched 滞后回线显著增大,并且如果外部刺激频率超过特定阈值,滞后叶面积会随着激励频率的增加而单调减小。然而,对于忆阻性钾通道,对应于阈值频率的 1 会随着膜片温度的升高而增加。两个离子通道忆阻器的电导幅度取决于膜片温度的变化。本文的结果可能为在适当温度条件下完全调节神经活动提供见解,并且外部刺激的参与增强了膜片温度的作用。