Evidence map›Paper›PMID 41395517›Full record

ArticleSmall science2025

Band and Field Coengineered Charge Trap Memristor via Au Nanoparticle Layer for Programming Speed Enhancement.

Geunyoung Kim, Jiyul Park, Woojoon Park, Myeongchan Ko, Min Gu Lee, Hangyu Cho, Kyung Min Kim

Abstract read
In one paragraph

Article in Small science, 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.

Geunyoung KimApplied Science Research Institute Korea Advanced Institute of Science and Technology (KAIST) Daejeon 34141 Republic of Korea.
Jiyul ParkGraduate School of Semiconductor Technology Korea Advanced Institute of Science and Technology (KAIST) Daejeon 34141 Republic of Korea.
Woojoon ParkDepartment of Materials Science and Engineering Korea Advanced Institute of Science and Technology (KAIST) Daejeon 34141 Republic of Korea.
Myeongchan KoDepartment of Materials Science and Engineering Korea Advanced Institute of Science and Technology (KAIST) Daejeon 34141 Republic of Korea.
Min Gu LeeDepartment of Materials Science and Engineering Korea Advanced Institute of Science and Technology (KAIST) Daejeon 34141 Republic of Korea.
Hangyu ChoGraduate School of Semiconductor Technology Korea Advanced Institute of Science and Technology (KAIST) Daejeon 34141 Republic of Korea.
Kyung Min KimGraduate School of Semiconductor Technology Korea Advanced Institute of Science and Technology (KAIST) Daejeon 34141 Republic of Korea.ORCID 0000-0002-0190-4226

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Charge trap memristors (CTM) are promising candidates for nonvolatile analog units in crossbar array platforms, offering a pathway to next-generation high-density memory and synaptic arrays, due to their low-current operation and self-rectifying characteristics. However, the charge trapping process is inherently slow, posing a significant challenge to achieving high-speed operation. In this study, a CTM device incorporating a gold nanoparticle (Au NP) layer, referred to as NP-CTM, is proposed. This design improves programming speed by a factor of ≈47.6, while maintaining excellent stability and retention characteristics. These enhancements are attributed to the synergistic effects of enhanced electric fields and an engineered band structure, both achieved through the physical structure and material properties of Au NPs. The findings are validated through multiphysics-based simulations and conduction band model analyses. The improved speed and the resulting reduction in programming energy of the CTM device make it a promising candidate for large-scale applications.

Indexed as

artificial synapsescharge trappingmemristorsnanoparticlesself‐rectifying

Identifiers

PMID41395517
PMCPMC12697761

What OpenQuestion holds

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LicenceCC BY
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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.