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Stimulated Ionic Telegraph Noise in Filamentary Memristive Devices

机译:丝状忆阻器件中的受激离子电报噪声

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摘要

Random telegraph noise is a widely investigated phenomenon affecting the reliability of the reading operation of the class of memristive devices whose operation relies on formation and dissolution of conductive filaments. The trap and the release of electrons into and from defects surrounding the filament produce current fluctuations at low read voltages. In this work, telegraphic resistance variations are intentionally stimulated through pulse trains in HfO2-based memristive devices. The stimulated noise results from the re-arrangement of ionic defects constituting the filament responsible for the switching. Therefore, the stimulated noise has an ionic origin in contrast to the electronic nature of conventional telegraph noise. The stimulated noise is interpreted as raising from a dynamic equilibrium establishing from the tendencies of ionic drift and diffusion acting on the edges of conductive filament. We present a model that accounts for the observed increase of noise amplitude with the average device resistance. This work provides the demonstration and the physical foundation for the intentional stimulation of ionic telegraph noise which, on one hand, affects the programming operations performed with trains of identical pulses, as for neuromorphic computing, and on the other hand, it can open opportunities for applications relying on stochastic processes in nanoscaled devices.
机译:随机电报噪声是一种广泛研究的现象,影响着忆阻器类的读取操作的可靠性,该忆阻器的操作依赖于导电丝的形成和溶解。电子的捕获和释放到细丝周围的缺陷中以及从细丝周围的缺陷中释放出电子会在低读取电压下产生电流波动。在这项工作中,有意通过基于HfO2的忆阻器件中的脉冲序列来刺激电报电阻变化。刺激的噪声是由构成负责开关的灯丝的离子缺陷的重新排列引起的。因此,与常规电报噪声的电子性质相反,受激噪声具有离子起源。被刺激的噪声被解释为是由动态平衡引起的,该动态平衡由作用在导电丝的边缘上的离子漂移和扩散的趋势建立。我们提出了一个模型,该模型考虑了平均器件电阻下观察到的噪声幅度增加。这项工作为有意刺激离子电报噪声提供了示范和物理基础,一方面,电离噪声会影响以相同脉冲序列进行的编程操作(如神经形态计算),另一方面,它会为应用程序依赖于纳米级设备中的随机过程。

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