Multi-Level RTN with Certain Regularities in Oxide-RRAM: Experiments, Defect Dynamics and 3D Multi-Physics Modeling

The random telegraph noise (RTN) of oxide-based resistive random-access memory (RRAM) represents rich underlying physics and defect dynamics. This paper investigated the multi-level RTN phenomena with certain regularities in the Ti/HfOx/TiN RRAM. The investigation is based on the comprehensive measurements and careful modeling of the multi-phonon trap-assisted tunneling (MPTAT) through a developed RRAM simulator, assisted by First-Principle calculations of oxygen vacancy (Vo) states. It is found that the participation of the polaron band of Vo is the main reason to produce the RTN of RRAM, and the observed two-level RTN is attributed to the transition of Vo between V0 and V1-, and can be utilized to locate defects. The multi-level RTN arises from the collective action of Vo at different positions in the conductive filament (CF) gap, which can distinctly affect the current fluctuation (<tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$\Delta\mathrm{I}$</tex>), capture time (τc), and emission time (τe),

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Publication Details

Published
2025-03-30
DOI
https://doi.org/10.1109/irps48204.2025.10983298
Citations
1
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.73

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article

Multi-Level RTN with Certain Regularities in Oxide-RRAM: Experiments, Defect Dynamics and 3D Multi-Physics Modeling

Xiangshui Miao, Kan‐Hao Xue, Zhigang Ji, Jian Zhang et al.
1 citations
Advanced Memory and Neural Computing
0.73
article

Multi-Level RTN with Certain Regularities in Oxide-RRAM: Experiments, Defect Dynamics and 3D Multi-Physics Modeling

Xiangshui Miao, Kan‐Hao Xue, Zhigang Ji, Jian Zhang, Xingsheng Wang, Zijian Zhou, Pan Liu, Zifei Cai, Dejiang Mu
article en
1 citations

Abstract

The random telegraph noise (RTN) of oxide-based resistive random-access memory (RRAM) represents rich underlying physics and defect dynamics. This paper investigated the multi-level RTN phenomena with certain regularities in the Ti/HfOx/TiN RRAM. The investigation is based on the comprehensive measurements and careful modeling of the multi-phonon trap-assisted tunneling (MPTAT) through a developed RRAM simulator, assisted by First-Principle calculations of oxygen vacancy (Vo) states. It is found that the participation of the polaron band of Vo is the main reason to produce the RTN of RRAM, and the observed two-level RTN is attributed to the transition of Vo between V0 and V1-, and can be utilized to locate defects. The multi-level RTN arises from the collective action of Vo at different positions in the conductive filament (CF) gap, which can distinctly affect the current fluctuation (<tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$\Delta\mathrm{I}$</tex>), capture time (τc), and emission time (τe),

Shanghai Jiao Tong University (CN), Wuhan National Laboratory for Optoelectronics (CN), Huazhong University of Science and Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 28%
Advanced Memory and Neural Computing
0.73
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Multi-Level RTN with Certain Regularities in Oxide-RRAM: Experiments, Defect Dynamics and 3D Multi-Physics Modeling — Xiangshui Miao, Kan‐Hao Xue, et al. · (2025) | TGRS Research Map | TGRS