论文标题

随机重新拉兰电路的分析和香料建模

Analytic and SPICE modeling of stochastic ReRAM circuits

论文作者

Dowling, V. J., Slipko, V. A., Pershin, Y. V.

论文摘要

传统(确定性)电子电路的建模 - 由晶体管,电阻器,电容器,电感器和其他传统电子组件组成的模型 - 是一个良好的主题。新兴电子设备的循环到周期变异性,尤其是某些重新兰解细胞,导致了随机电路的概念。不幸的是,即使在相对简单的情况下,随机电路的直接瞬态分析在计算上是要求的,如果可能的话,也可能是不切实际的。该领域的一个重要发展是在香料中轻松实现的主方程的应用。在本会议论文中,我们简要回顾了主方程方法,并提出了这种方法在香料中的实施。此外,我们在定期驱动的回忆电路中发现了一个吸引者状态,这是确定性备忘录吸引子的随机对应物。

The modeling of conventional (deterministic) electronic circuits - ones consisting of transistors, resistors, capacitors, inductors, and other traditional electronic components - is a well-established subject. The cycle-to-cycle variability of emerging electronic devices, in particular, certain ReRAM cells, has led to the concept of stochastic circuits. Unfortunately, even in relatively simple cases, the direct transient analysis of stochastic circuits is computationally demanding and potentially impractical, if possible at all. An important development in this area has been the application of a master equation that is easily implemented in SPICE. In this conference paper, we briefly review the master equation approach and present an improved implementation of this approach in SPICE. Moreover, we find an attractor state in a periodically driven memristive circuit - a stochastic counterpart of deterministic memristor attractors.

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