Evidence map›Paper›PMID 42321219›Full record

ArticleNature communications2026

Biomimetic ferroelectric-semiconductor transistor enables neuronal multisensory integration.

Shuo Liu, Ligong Zhang, Ruiqing Xie, Zhiyuan Wu, Aojie Chen, Lixia Han, Linbo Shan, Zuoyuan Dong, Junling Liu, Xinrui Guo and 9 more

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

19 authors.

Shuo Liu *Beijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Ligong Zhang *Beijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Ruiqing Xie *Beijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Zhiyuan Wu *Beijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Aojie ChenBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Lixia HanCollege of Integrated Circuits, Nanjing University of Aeronautics and Astronautics, Nanjing, China.
Linbo ShanBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Zuoyuan DongBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Junling LiuBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Xinrui GuoBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Yu ZhuBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Zhenghua ZhouBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Fei LiuBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China. feiliu@pku.edu.cn.ORCID http://orcid.org/0000-0003-3212-7594
Linxiao ShenBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.
Peng HuangBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China.ORCID http://orcid.org/0000-0003-3280-0099
Xinran WangNational Laboratory of Solid State Microstructures, School of Electronic Science and Engineering, Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0002-3975-1667
Zongwei WangBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China. wangzongwei@pku.edu.cn.ORCID http://orcid.org/0000-0001-6297-2700
Yimao CaiBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China. caiyimao@pku.edu.cn.
Ming HeBeijing Advanced Innovation Center for Integrated Circuits, School of Integrated Circuits, Peking University, Beijing, China. minghe@pku.edu.cn.ORCID http://orcid.org/0000-0001-5411-7958

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human brain seamlessly integrates multisensory stimuli to synthesize complementary information for enhanced perceptions, depending on neural principles of superadditivity, inverse effectiveness, and temporal congruency. Replicating multisensory integration in artificial intelligences has remained challenging due to the inefficiency of algorithmic fusions and the absence of hardware-native mechanisms. Here, we demonstrate biomimetic audiovisual integration at the device level of Bi

Indexed as

BiomimeticsNeuronsSemiconductorsTransistors, ElectronicAlgorithmsArtificial IntelligenceBayes TheoremHumansNeural Networks, ComputerNeuronal PlasticitySoft ComputingVisual Perception

Identifiers

PMID42321219
PMCPMC13438607

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.