Evidence map›Paper›PMID 41010219›Full record

ArticleMaterials (Basel, Switzerland)2025

Substrate Orientation-Dependent Synaptic Plasticity and Visual Memory in Sol-Gel-Derived ZnO Optoelectronic Devices.

Dabin Jeon, Seung Hun Lee, JungBeen Cho, Kyoung-Bo Kim, Sung-Nam Lee

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2025. 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

5 authors.

Dabin JeonDepartment of IT & Semiconductor Convergence Engineering, Tech University of Korea, Siheung 15073, Republic of Korea.
Seung Hun LeeDepartment of IT & Semiconductor Convergence Engineering, Tech University of Korea, Siheung 15073, Republic of Korea.
JungBeen ChoDepartment of Semiconductor Engineering, Tech University of Korea, Siheung 15073, Republic of Korea.
Kyoung-Bo KimDepartment of Materials Science & Engineering, Inha Technical College, Incheon 22212, Republic of Korea.
Sung-Nam LeeDepartment of IT & Semiconductor Convergence Engineering, Tech University of Korea, Siheung 15073, Republic of Korea.ORCID 0000-0002-4800-5199

Funding

Korea SMEs and Startups Agency RS-2025-02353123Ministry of Science and ICT RS-2024-00456813
6 · The paper itself

Abstract

We report Al/ZnO/Al optoelectronic synaptic devices fabricated on c-plane and m-plane sapphire substrates using a sol-gel process. The devices exhibit essential synaptic behaviors such as excitatory postsynaptic current modulation, paired-pulse facilitation, and long-term learning-forgetting dynamics described by Wickelgren's power law. Comparative analysis reveals that substrate orientation strongly influences memory performance: devices on m-plane consistently show higher EPSCs, slower decay rates, and superior retention compared to c-plane counterparts. These characteristics are attributed to crystallographic effects that enhance carrier trapping and persistent photoconductivity. To demonstrate their practical applicability, 3 × 3-pixel arrays of adjacent devices were constructed, where a "T"-shaped optical pattern was successfully encoded, learned, and retained across repeated stimulation cycles. These results highlight the critical role of substrate orientation in tailoring synaptic plasticity and memory retention, offering promising prospects for ZnO-based optoelectronic synaptic arrays in in-sensor neuromorphic computing and artificial visual memory systems.

Indexed as

neuromorphic computingoptoelectronic synapsesapphire substratesol–gel methodsynaptic plasticityvisual memoryZnO

Identifiers

PMID41010219
PMCPMC12471816

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.