Evidence map›Paper›PMID 41730854›Full record

ArticleNature communications2026

Feedback neurons based on perovskite memristor with nickel single-atom engineered reduced graphene oxide cathode.

Qing-Xiu Li, Hua-Xin Li, Tao Sun, Ming-Hao Jiang, Yan-Bing Leng, Zi-Yu Lv, You Zhou, Ye Zhou, Wai-Yeung Wong, Su-Ting Han

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Qing-Xiu Li *Department of Applied Biology and Chemical Technology and Research Institute for Smart Energy, The Hong Kong Polytechnic University, Kowloon, Hong Kong, PR China.
Hua-Xin Li *College of Materials Science and Opto-Electronic Technology, University of Chinese Academy of Sciences, Beijing, PR China.ORCID http://orcid.org/0009-0006-4158-4243
Tao SunInstitute of Microscale Optoelectronics, Shenzhen University, Shenzhen, PR China.ORCID http://orcid.org/0009-0000-9922-5418
Ming-Hao JiangCollege of Electronics and Information Engineering, Shenzhen University, Shenzhen, PR China.
Yan-Bing LengDepartment of Applied Biology and Chemical Technology and Research Institute for Smart Energy, The Hong Kong Polytechnic University, Kowloon, Hong Kong, PR China.
Zi-Yu LvCollege of Electronics and Information Engineering, Shenzhen University, Shenzhen, PR China.ORCID http://orcid.org/0000-0002-7062-3647
You ZhouInstitute of Microscale Optoelectronics, Shenzhen University, Shenzhen, PR China.
Ye ZhouInstitute for Advanced Study, Shenzhen University, Shenzhen, PR China.ORCID http://orcid.org/0000-0002-0273-007X
Wai-Yeung WongDepartment of Applied Biology and Chemical Technology and Research Institute for Smart Energy, The Hong Kong Polytechnic University, Kowloon, Hong Kong, PR China. wai-yeung.wong@polyu.edu.hk.ORCID http://orcid.org/0000-0002-9949-7525
Su-Ting HanDepartment of Applied Biology and Chemical Technology and Research Institute for Smart Energy, The Hong Kong Polytechnic University, Kowloon, Hong Kong, PR China. suting.han@polyu.edu.hk.ORCID http://orcid.org/0000-0003-3392-7569

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The demand for bio-inspired neuromorphic systems drives research on artificial neuronal devices with dual excitatory/inhibitory capabilities. Although perovskite memristors show promise, interfacial barriers and rapid ion migration hinder modulation. This study addresses these challenges through atomic-scale cathode engineering, developing perovskite-based memristor (Au/Ni

Identifiers

PMID41730854
PMCPMC13039988

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.