Evidence map›Paper›PMID 39898965›Full record

ArticleNano letters2025

Van der Waals Engineering of One-Transistor-One-Ferroelectric-Memristor Architecture for an Energy-Efficient Neuromorphic Array.

Yinchang Ma, Maolin Chen, Fernando Aguirre, Yuan Yan, Sebastian Pazos, Chen Liu, Heng Wang, Tao Yang, Baoyu Wang, Cheng Gong and 5 more

Abstract read
In one paragraph

Article in Nano letters, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
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

15 authors.

Yinchang MaPhysical Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.ORCID 0000-0002-5201-6448
Maolin ChenPhysical Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.
Fernando AguirreIntrinsic Semiconductor Technologies, Ltd., Buckinghamshire HP18 9SU, United Kingdom.
Yuan YanDepartment of Mechanical Engineering, The University of Melbourne, Parkville, VIC 3010, Australia.
Sebastian PazosPhysical Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.
Chen LiuPhysical Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.
Heng WangElectrical and Computer Engineering, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.
Tao YangPhysical Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.
Baoyu WangZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou 311215, China.
Cheng GongDepartment of Electrical and Computer Engineering and Quantum Technology Center, University of Maryland, College Park, Maryland 20742, United States.ORCID 0000-0001-7714-6380
Kai LiuPhysics Department, Georgetown University, Washington, D.C. 20057, United States.ORCID 0000-0001-9413-6782
Jefferson Zhe LiuDepartment of Mechanical Engineering, The University of Melbourne, Parkville, VIC 3010, Australia.ORCID 0000-0002-5282-7945
Mario LanzaDepartment of Materials Science and Engineering, National University of Singapore, Singapore 117575, Singapore.
Fei XueCenter for Quantum Matter, School of Physics, Zhejiang University, Hangzhou 311215, China.
Xixiang ZhangPhysical Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.ORCID 0000-0002-3478-6414

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Two-dimensional-material-based memristor arrays hold promise for data-centric applications such as artificial intelligence and big data. However, accessing individual memristor cells and effectively controlling sneak current paths remain challenging. Here, we propose a van der Waals engineering approach to create one-transistor-one-memristor (1T1M) cells by assembling the emerging two-dimensional ferroelectric CuCrP

Indexed as

2D ferroelectric crystalsgate-tunable synaptic behaviorsone-transistor-one-memristorvan der Waals assembling

Identifiers

PMID39898965
PMCPMC11827105

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.