Yan Liang, Shichang Wang, Zhenzhou Lu, Yiqing Li, Kangtai Wang
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引用次数: 0
Abstract
One of the promising applications of locally-active memristors (LAMs) is to construct oscillators for oscillatory neural networks. By using two current-controlled (CC) LAMs, a fully CC LAM-based oscillator is designed in this paper. The oscillator principle originates from the small-signal inductive and capacitive impedance characteristics of two different CC LAMs, and thus extra reactance element is not required in the circuit. Based on bifurcation theory and small-signal analysis method, conditions of the equilibrium point instability are quantitatively derived. Theoretical analysis indicates that the circuit oscillation is dependent on three critical parameters. Then, according to the conditions of the equilibrium point instability, parameters design methods of the two LAMs are proposed, including the static and dynamic parameters. A simple NbOx CC LAM model is taken as an example to conduct detailed simulation analysis. The simulation results verify the feasibility of the proposed circuit and analysis methods. Finally, the effects of the LAM model parameters on the oscillator performance are investigated, which is helpful for optimal design of the oscillator.
局部有源忆阻器(LAMs)的应用前景之一是为振荡神经网络构建振荡器。通过使用两个电流控制(CC)忆阻器,本文设计了一种基于全 CC 忆阻器的振荡器。振荡器的原理源于两个不同 CC LAM 的小信号电感和电容阻抗特性,因此电路中不需要额外的电抗元件。基于分岔理论和小信号分析方法,定量得出了平衡点不稳定的条件。理论分析表明,电路振荡取决于三个关键参数。然后,根据平衡点失稳条件,提出了两种 LAM 的参数设计方法,包括静态参数和动态参数。以一个简单的 NbOx CC LAM 模型为例,进行了详细的仿真分析。仿真结果验证了所提电路和分析方法的可行性。最后,研究了 LAM 模型参数对振荡器性能的影响,这有助于振荡器的优化设计。
期刊介绍:
The International Journal of Bifurcation and Chaos is widely regarded as a leading journal in the exciting fields of chaos theory and nonlinear science. Represented by an international editorial board comprising top researchers from a wide variety of disciplines, it is setting high standards in scientific and production quality. The journal has been reputedly acclaimed by the scientific community around the world, and has featured many important papers by leading researchers from various areas of applied sciences and engineering.
The discipline of chaos theory has created a universal paradigm, a scientific parlance, and a mathematical tool for grappling with complex dynamical phenomena. In every field of applied sciences (astronomy, atmospheric sciences, biology, chemistry, economics, geophysics, life and medical sciences, physics, social sciences, ecology, etc.) and engineering (aerospace, chemical, electronic, civil, computer, information, mechanical, software, telecommunication, etc.), the local and global manifestations of chaos and bifurcation have burst forth in an unprecedented universality, linking scientists heretofore unfamiliar with one another''s fields, and offering an opportunity to reshape our grasp of reality.