Evidence map›Paper›PMID 41961201›Full record

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

Ambipolar Organic-Inorganic Heterostructure Transistor Array for Integrated Visual Information Processing.

Wen-Min Zhong, Wenbin Zhang, Yu-Xiang Zeng, JiYu Zhao, Ziqi Jia, Loganathan Veeramuthu, Guanglong Ding, Yan Yan, Meng Zhang, Su-Ting Han and 4 more

Abstract read
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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

14 authors.

Wen-Min ZhongCollege of Civil and Transportation Engineering, Shenzhen University, Shenzhen, P. R. China.
Wenbin ZhangInstitute for Advanced Study, Shenzhen University, Shenzhen, P. R. China.
Yu-Xiang ZengInstitute for Advanced Study, Shenzhen University, Shenzhen, P. R. China.
JiYu ZhaoState Key Laboratory of Fine Chemicals, Frontiers Science Center For Smart Materials, Dalian University of Technology, Dalian, P. R. China.
Ziqi JiaInstitute for Advanced Study, Shenzhen University, Shenzhen, P. R. China.
Loganathan VeeramuthuInstitute of Organic and Polymeric Materials, National Taipei University of Technology, Taipei, Taiwan.
Guanglong DingState Key Laboratory of Radio Frequency Heterogeneous Integration, Shenzhen University, Shenzhen, P. R. China.
Yan YanState Key Laboratory of Radio Frequency Heterogeneous Integration, Shenzhen University, Shenzhen, P. R. China.ORCID https://orcid.org/0000-0001-5404-5026
Meng ZhangState Key Laboratory of Radio Frequency Heterogeneous Integration, Shenzhen University, Shenzhen, P. R. China.
Su-Ting HanDepartment of Applied Biology and Chemical Technology, The Hong Kong Polytechnic University, Hong Kong, P. R. China.
Vellaisamy A L RoySchool of Science and Technology, School of Science and Technology, Hong Kong Metropolitan University, Hong Kong, P. R. China.ORCID https://orcid.org/0000-0003-1432-9950
Fengyun WangCollege of Physics, Qingdao University, Qingdao, P. R. China.ORCID https://orcid.org/0000-0002-5558-423X
Chi-Ching KuoInstitute of Organic and Polymeric Materials, National Taipei University of Technology, Taipei, Taiwan.
Ye ZhouInstitute for Advanced Study, Shenzhen University, Shenzhen, P. R. China.ORCID https://orcid.org/0000-0002-0273-007X

Funding

Department of Education of Guangdong Province 2025ZDZX3024Guangdong Basic and Applied Basic Research Foundation 2024B1515040002Guangdong Science and Technology Department MS202500156Hong Kong Research Grants Council, Young Collaborative Research C5001-24Independent Scientific Research Program 2024010NTUT-SZU Joint Research Program NTUT-SZU-115-01Research Institute for Smart Energy U-CDC9RSC Sustainable Laboratories L24-8215098370Science, Technology and Innovation Commission of Shenzhen Municipality JCYJ20250604181254072State Key Laboratory of Radio Frequency Heterogeneous Integration
6 · The paper itself

Abstract

The rapid evolution of artificial intelligence presents not only unprecedented opportunities but also significant technical challenges, particularly in the development of next-generation computing hardware. To overcome these hurdles, there is an urgent demand for novel chip architectures that offer both ultralow power consumption and high computational efficiency. Neuromorphic computing, inspired by the neural architecture of the human brain, represents a paradigm shift beyond the conventional von Neumann framework, promising remarkable gains in processing capability. Here, we report an ambipolar transistor array based on a vertically stacked polymer/oxide heterostructure, meticulously engineered to integrate electrical computation with optical sensing within a single device. This transistor enables simultaneous electrical and optical modulation, supporting both synaptic transmission under electrical stimuli and dynamic visual information processing under optical inputs. The integrated array system demonstrates efficient and low-power execution of visual processing, classification, and prediction tasks, highlighting its potential for neuromorphic computing applications such as real-time traffic analysis. Our findings pave the way for multifunctional and energy-efficient neuromorphic hardware capable of bridging the gap between sensing and computation.

Indexed as

ambipolar transistorheterostructureneuromorphic computingsynaptic devicevisual information processing

Identifiers

PMID41961201
PMCPMC13334647

What OpenQuestion holds

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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.