Evidence map›Paper›PMID 39814725›Full record

ArticleNature communications2025

Refreshable memristor via dynamic allocation of ferro-ionic phase for neural reuse.

Jiangang Chen, Zhixing Wen, Fan Yang, Renji Bian, Qirui Zhang, Er Pan, Yuelei Zeng, Xiao Luo, Qing Liu, Liang-Jian Deng and 1 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Article
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  6. 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

11 authors.

Jiangang Chen *School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.ORCID http://orcid.org/0000-0002-3627-3372
Zhixing Wen *School of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.
Fan YangSchool of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.
Renji BianSchool of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.
Qirui ZhangSchool of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.
Er PanSchool of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.
Yuelei ZengSchool of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.
Xiao LuoSchool of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.
Qing LiuSchool of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China.ORCID http://orcid.org/0000-0003-3937-6251
Liang-Jian DengSchool of Mathematical Sciences, University of Electronic Science and Technology of China, Chengdu, China.
Fucai LiuSchool of Optoelectronic Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China. fucailiu@uestc.edu.cn.ORCID http://orcid.org/0000-0003-1275-0573

Funding

Basic Research Programs of Sichuan Province 2024NSFSC0232Basic Research Programs of Sichuan Province 2024NSFSC1002National Natural Science Foundation of China (National Science Foundation of China) 12161141015
6 · The paper itself

Abstract

Neural reuse can drive organisms to generalize knowledge across various tasks during learning. However, existing devices mostly focus on architectures rather than network functions, lacking the mimic capabilities of neural reuse. Here, we demonstrate a rational device designed based on ferroionic CuInP

Identifiers

PMID39814725
PMCPMC11735814

What OpenQuestion holds

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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.