Evidence map›Paper›PMID 42336895›Full record

ArticleNature communications2026

Amphibian-inspired neuromorphic dynamic vision systems based on ferroelectric field-effect transistor.

Yongbiao Zhai, Peijie Chen, Ying Luo, Ziyu Lv, Guanglong Ding, Junjie Yang, Minglin Zheng, Ye Zhou, Yang Chai, Su-Ting Han

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. 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

10 authors.

Yongbiao Zhai *College of Electronics and Information Engineering, Shenzhen University, Shenzhen, P. R. China.
Peijie Chen *College of Electronics and Information Engineering, Shenzhen University, Shenzhen, P. R. China.
Ying LuoCollege of Electronics and Information Engineering, Shenzhen University, Shenzhen, P. R. China.
Ziyu LvCollege of Electronics and Information Engineering, Shenzhen University, Shenzhen, P. R. China.ORCID http://orcid.org/0000-0002-7062-3647
Guanglong DingCollege of Electronics and Information Engineering, Shenzhen University, Shenzhen, P. R. China.ORCID http://orcid.org/0009-0008-1318-153X
Junjie YangCollege of Electronics and Information Engineering, Shenzhen University, Shenzhen, P. R. China.
Minglin ZhengCollege of Electronics and Information Engineering, Shenzhen University, Shenzhen, P. R. China.
Ye ZhouInstitute for Advanced Study, Shenzhen University, Shenzhen, P. R. China.ORCID http://orcid.org/0000-0002-0273-007X
Yang ChaiDepartment of Applied Physics, The Hong Kong Polytechnic University, Hong Kong, China. ychai@polyu.edu.hk.ORCID http://orcid.org/0000-0002-8943-0861
Su-Ting HanDepartment of Applied Biology and Chemical Technology and Research Institute for Smart Energy, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, P. R. China. suting.han@polyu.edu.hk.ORCID http://orcid.org/0000-0003-3392-7569

Funding

National Natural Science Foundation of China (National Science Foundation of China) 52373248
6 · The paper itself

Abstract

The dynamic vision sensor captures visual information as discrete events, enabling high-speed imaging with reduced data redundancy, but is limited by lack of color sensitivity, a speed-noise trade-off, and inefficient data transfer. Here we show an amphibian-inspired dynamic vision system (ADVS) based on ferroelectric field-effect transistors that emulates the hierarchical functions of amphibian retinas, including spectral perception, spatial preprocessing, and event-driven neural encoding. The ferroelectric transistors exhibit broadband photosensitivity (365-637 nm) and bidirectional photoresponses, enabling multichannel spectral recognition from ultraviolet to visible light. Device arrays further reproduce center-surround receptive-field-like processing, enhancing spatial contrast while suppressing background noise under weak illumination. Owing to the steep switching characteristics (SS

Indexed as

AmphibiansTransistors, ElectronicVision, OcularVisual PerceptionAnimalsConvolutional Neural NetworksPhotic StimulationRetina

Identifiers

PMID42336895
PMCPMC13486663

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.