Evidence map›Paper›PMID 41757526›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Giant Switchable Remanent Polarization and Photocurrent in Ferroelectric Thin Film Photomemristor for In Situ Training.

Zhen Zhao, Chengze Sun, Zhijin Duo, Yue Hou, Zhanfeng Wang, Jikang Xu, Ziye Li, Fu Wang, Pengfei Li, Ying Liu and 12 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

22 authors.

Zhen ZhaoKey Laboratory of Optic-Electronic Information Materials of Hebei Province, School of Life Sciences, Institute of Life Science and Green Development, Key Laboratory of Brain-Like Neuromorphic Devices and Systems of Hebei Province, College of Physics Science and Technology, Hebei University, Baoding, China.
Chengze SunCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Zhijin DuoKey Laboratory of Optic-Electronic Information Materials of Hebei Province, School of Life Sciences, Institute of Life Science and Green Development, Key Laboratory of Brain-Like Neuromorphic Devices and Systems of Hebei Province, College of Physics Science and Technology, Hebei University, Baoding, China.
Yue HouKey Laboratory of Optic-Electronic Information Materials of Hebei Province, School of Life Sciences, Institute of Life Science and Green Development, Key Laboratory of Brain-Like Neuromorphic Devices and Systems of Hebei Province, College of Physics Science and Technology, Hebei University, Baoding, China.
Zhanfeng WangKey Laboratory of Optic-Electronic Information Materials of Hebei Province, School of Life Sciences, Institute of Life Science and Green Development, Key Laboratory of Brain-Like Neuromorphic Devices and Systems of Hebei Province, College of Physics Science and Technology, Hebei University, Baoding, China.
Jikang XuCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Ziye LiCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Fu WangCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Pengfei LiCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Ying LiuCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Yongqing JiaCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Kangbo ZhaoCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Jia WuCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Biao YangCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Weifeng ZhangCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Weidong SunCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Jiacheng WangCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Jinxia LiuCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Junfeng YuCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Xiang YingCollege of Electronic and Information Engineering, Hebei University, Baoding, China.
Jianxin GuoKey Laboratory of Optic-Electronic Information Materials of Hebei Province, School of Life Sciences, Institute of Life Science and Green Development, Key Laboratory of Brain-Like Neuromorphic Devices and Systems of Hebei Province, College of Physics Science and Technology, Hebei University, Baoding, China.
Xiaobing YanKey Laboratory of Optic-Electronic Information Materials of Hebei Province, School of Life Sciences, Institute of Life Science and Green Development, Key Laboratory of Brain-Like Neuromorphic Devices and Systems of Hebei Province, College of Physics Science and Technology, Hebei University, Baoding, China.ORCID https://orcid.org/0000-0002-3266-515X

Funding

Advanced Talents Incubation Program of Hebei University 521000981363Advanced Talents Incubation Program of Hebei University 521000981426Advanced Talents Incubation Program of Hebei University 521100221071Advanced Talents Incubation Program of Hebei University 521100224232Baoding Science and Technology Plan Project 2172P011Baoding Science and Technology Plan Project 2272P014Hebei Province High-Level Talent Funding Project B20231003Hebei Province Key R&D Plan Projects 22311101DHebei Province Natural Science Foundation F2023201044Hebei Province Yanzhao Young Scientist Project F2023201076Institute of Life Sciences and Green Development 521100311Interdisciplinary Research Program of Natural Science of Hebei University DXK202101National Key R&D Plan "Nano Frontier" Key Special Project 2021YFA1200502National Key R&D Plan "Nano Frontier" Key Special Project 2024YFA1208400National Key R&D Program Disruptive Technology Innovation Project 2024YFF1504300National Major RR&D Project Cultivation Projects 92164109National Natural Science Foundation of China 61874158National Natural Science Foundation of China 62004056National Natural Science Foundation of China 62104058Natural Science Foundation of Hebei Province F2021201022Natural Science Foundation of Hebei Province F2021201045Natural Science Foundation of Hebei Province F2022201002Natural Science Foundation of Hebei Province F2022201054Natural Science Foundation of Hebei Province F2023201044Outstanding Young Scientific Research and Innovation Team of Hebei University 605020521001Program for Top 100 Innovative Talents in Colleges and Universities of Hebei Province SLRC2019018Regional Innovation and Development Joint Fund Key Project U23A20365Science and Technology Project of Hebei Education Department QN2020178Science and Technology Project of Hebei Education Department QN2021026Special Support Funds for National High-Level Talents 041500120001Strategic Leading Science and Technology Special Project of Chinese Academy of Sciences XDB44000000-7Support Program for the Top Young Talents of Hebei Province 70280011807The Scientific Research Project of Colleges and Universities in Hebei Province CYZD202503
6 · The paper itself

Abstract

Ferroelectric thin film photomemristors with a stable and tunable short-circuit current offer a promising solution for developing machine vision systems with in situ training. However, previously reported devices exhibit inadequate remanent polarization and limited short-circuit currents, posing significant challenges to the efficient implementation of in situ training in complex environments. In this work, we realized the in situ training in a machine vision system through the Pt/SrRuO

Indexed as

ferroelectric thin filmsin situ trainingphotocurrentphotomemristorremanent polarization

Identifiers

PMID41757526
PMCPMC13067828

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.