The Stochastic Origin of Random Telegraph Noise

Lately, random telegraph noise (RTN) has been deemed, via specific mathematical metrics, to be possibly deterministic-chaotic rather than stochastic, with severe implications for applications that leverage the RTN stochastic nature. Yet, this was claimed by analyzing a limited number of RTN traces. Here, we analyze several RTN traces measured in different devices and conditions, mathematically generated traces and traces resulting from advanced simulations of RTN in metal-insulator-metal (MIM) structures. It is shown that the mathematical metrics employed to reveal the deterministic-chaotic nature of RTN are not robust enough to support that claim. Complex RTN is likely to result from inherently stochastic processes embedded in a deterministic multi-body system which could show stochastic chaos, but hardly any determinism.

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Publication Details

Journal
Fluctuation and Noise Letters
Published
2025-11-21
DOI
https://doi.org/10.1142/s0219477525400243
Primary Topic
Advancements in Semiconductor Devices and Circuit Design
Type
article
Field-Weighted Citation Impact
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article

The Stochastic Origin of Random Telegraph Noise

Francesco Maria Puglisi
Fluctuation and Noise Letters
Advancements in Semiconductor Devices and Circuit Design
article

The Stochastic Origin of Random Telegraph Noise

Francesco Maria Puglisi
article en

Abstract

Lately, random telegraph noise (RTN) has been deemed, via specific mathematical metrics, to be possibly deterministic-chaotic rather than stochastic, with severe implications for applications that leverage the RTN stochastic nature. Yet, this was claimed by analyzing a limited number of RTN traces. Here, we analyze several RTN traces measured in different devices and conditions, mathematically generated traces and traces resulting from advanced simulations of RTN in metal-insulator-metal (MIM) structures. It is shown that the mathematical metrics employed to reveal the deterministic-chaotic nature of RTN are not robust enough to support that claim. Complex RTN is likely to result from inherently stochastic processes embedded in a deterministic multi-body system which could show stochastic chaos, but hardly any determinism.

Fluctuation and Noise Letters
University of Modena and Reggio Emilia (IT)
Openalex Percentile: Top 65%
Advancements in Semiconductor Devices and Circuit Design
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