Evidence map›Paper›PMID 39936447›Full record

ArticleACS applied materials & interfaces2025

Enhancing Stability and Performance of Conductive Bridge Random Access Memory: Use of a Copper-Doped ZnO Nanorod-Embedded Switching Layer.

Po-Tsun Liu, Yu-Chuan Chiu, Chih-Chieh Hsu, Kai-Jhih Gan, Dun-Bao Ruan, Sheng-Jie Su, Shu-Wei Chang

Abstract read
In one paragraph

Article in ACS applied materials & interfaces, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Po-Tsun LiuDepartment of Photonics and Institute of Electro-Optical Engineering, National Yang Ming Chiao Tung University, Hsinchu 300093, Taiwan.ORCID 0000-0001-8560-3668
Yu-Chuan ChiuDepartment of Photonics and Institute of Electro-Optical Engineering, National Yang Ming Chiao Tung University, Hsinchu 300093, Taiwan.ORCID 0000-0001-5382-5266
Chih-Chieh HsuInstitute of Electronics, National Yang Ming Chiao Tung University, Hsinchu 300093, Taiwan.ORCID 0000-0002-5963-8047
Kai-Jhih GanInstitute of Electronics, National Yang Ming Chiao Tung University, Hsinchu 300093, Taiwan.
Dun-Bao RuanInstitute of Electronics, National Yang Ming Chiao Tung University, Hsinchu 300093, Taiwan.ORCID 0000-0001-6939-5723
Sheng-Jie SuDepartment of Photonics and Institute of Electro-Optical Engineering, National Yang Ming Chiao Tung University, Hsinchu 300093, Taiwan.
Shu-Wei ChangDepartment of Photonics and Institute of Electro-Optical Engineering, National Yang Ming Chiao Tung University, Hsinchu 300093, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Computing-in-memory (CIM) technology for edge computing systems demands memory devices that are not only fast but also capable of being easily integrated into stackable manufacturing processes. To address these requirements, conductive bridge random access memory (CBRAM) devices, which are compatible with copper-wiring processes, have emerged as promising candidates. However, the practical implementation of CBRAM is hindered by challenges associated with physical defects in its operating mechanism, leading to issues such as non-uniform switching voltages and high energy consumption in high-density storage applications. This study introduces a layer of copper-doped zinc oxide (ZnO) nanorods as the switching medium in the CBRAM device. The nanostructures play a critical role in regulating copper ion diffusion, thereby facilitating the formation of uniform conductive filaments. The influence of ZnO nanorods on the copper ion diffusion behavior and filament morphology was analyzed through characteristic current fitting of CBRAM devices. Experimental results demonstrate that ZnO nanorod-embedded CBRAM exhibits significantly enhanced memory performance, characterized by superior switching uniformity compared to devices lacking ZnO nanorods. Furthermore, CBRAM devices incorporating copper-doped ZnO nanorods demonstrate even greater memory performance, achieving exceptional uniformity. This approach not only reduces operating voltage and energy consumption but also improves switching uniformity and enhances the overall stability of CBRAM devices, making them more viable for advanced CIM applications.

Indexed as

conductive bridge random access memoryECM typehydrothermal methodnanorodresistive random access memoryZnO

Identifiers

PMID39936447
PMCPMC11874029

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.