Evidence map›Paper›PMID 41507197›Full record

ArticleNature communications2026

Coupled ferroelectric-anisotropic optoelectronic synapse for polarization-sensitive neuromorphic vision.

Jiali Huo, Jinpeng Huo, Jing Gao, Lingqi Li, Thaw Tint Te Tun, Jin Peng, Haofei Zheng, Yufei Shi, Kah-Wee Ang

Abstract read
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. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

9 authors.

Jiali HuoDepartment of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, Singapore.
Jinpeng HuoState Key Laboratory of Clean and Efficient Turbomachinery Power Equipment, Department of Mechanical Engineering, Tsinghua University, Beijing, China.ORCID http://orcid.org/0000-0001-7858-0648
Jing GaoDepartment of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, Singapore.ORCID http://orcid.org/0009-0002-0458-2936
Lingqi LiDepartment of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, Singapore.ORCID http://orcid.org/0009-0009-8999-3611
Thaw Tint Te TunDepartment of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, Singapore.
Jin PengState Key Laboratory of Clean and Efficient Turbomachinery Power Equipment, Department of Mechanical Engineering, Tsinghua University, Beijing, China.ORCID http://orcid.org/0000-0003-0611-946X
Haofei ZhengDepartment of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, Singapore.
Yufei ShiDepartment of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, Singapore.
Kah-Wee AngDepartment of Electrical and Computer Engineering, National University of Singapore, 4 Engineering Drive 3, Singapore, Singapore. eleakw@nus.edu.sg.ORCID http://orcid.org/0000-0003-1919-3351

Funding

National Research Foundation Singapore (National Research Foundation-Prime Minister's office, Republic of Singapore) NRF-CRP24-2020-0002; NRF-F-CRP-2024-0006
6 · The paper itself

Abstract

Polarization-sensitive photodetection and non-volatile memory are both vital for neuromorphic vision hardware but are rarely integrated within a single device. This challenge arises from interfacial instabilities and depolarization fields at the 2D/ferroelectric junctions that degrade remanent polarization and long-term retention. Here, we demonstrate a polarization-resolved optoelectronic synapse based on a 2D ReS

Identifiers

PMID41507197
PMCPMC12886823

What OpenQuestion 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 OpenQuestion graph.