Evidence map›Paper›PMID 42704096›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

Deterministic Switching-Path Engineering of CMOS-Integrated 2D Memristors for Neuromorphic Computing.

Jihoon Yang, Sohui Yoon, Jaehong Im, Jaemin Kim, Seonghyeok Park, Jaeeun Park, Seong-Jin Kim, Zonghoon Lee, Joonki Suh, Hongsik Jeong and 3 more

Abstract read
PubMed Publisher
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 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

13 authors.

Jihoon YangDepartment of Materials Science and Engineering and Graduate School of Semiconductor Materials and Devices Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.
Sohui YoonDepartment of Materials Science and Engineering and Graduate School of Semiconductor Materials and Devices Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.
Jaehong ImDepartment of Materials Science and Engineering and Graduate School of Semiconductor Materials and Devices Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.ORCID https://orcid.org/0009-0002-8108-915X
Jaemin KimDepartment of Materials Science and Engineering and Graduate School of Semiconductor Materials and Devices Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.ORCID https://orcid.org/0000-0001-8675-7271
Seonghyeok ParkDepartment of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.ORCID https://orcid.org/0000-0001-5341-2293
Jaeeun ParkDepartment of Materials Science and Engineering and Graduate School of Semiconductor Materials and Devices Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.
Seong-Jin KimDepartment of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.ORCID https://orcid.org/0000-0002-9353-5148
Zonghoon LeeDepartment of Materials Science and Engineering and Graduate School of Semiconductor Materials and Devices Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.ORCID https://orcid.org/0000-0003-3246-4072
Joonki SuhDepartment of Materials Science and Engineering and Graduate School of Semiconductor Materials and Devices Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.ORCID https://orcid.org/0000-0002-0221-8447
Hongsik JeongDepartment of Materials Science and Engineering and Graduate School of Semiconductor Materials and Devices Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.ORCID https://orcid.org/0000-0003-4367-5625
Mario LanzaDepartment of Materials Science and Engineering and Institute for Functional Intelligent Materials, National University of Singapore, Singapore, Singapore.ORCID https://orcid.org/0000-0003-4756-8632
Dong-Hyeok LimDepartment of Materials Science and Engineering and Graduate School of Semiconductor Materials and Devices Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.
Soon-Yong KwonDepartment of Materials Science and Engineering and Graduate School of Semiconductor Materials and Devices Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, Republic of Korea.ORCID https://orcid.org/0000-0002-2432-0418

Funding

Institute for Basic Science IBS-R019-G1Korea Institute for Advancement of Technology P0023703Korea Institute for Advancement of Technology P0028867National Research Foundation of Korea 2021R1C1C2012077National Research Foundation of Korea RS-2021-NR059677National Research Foundation of Korea RS-2023-00218908National Research Foundation of Korea RS-2025-12602968Ulsan National Institute of Science and Technology 1.250004.01Ulsan National Institute of Science and Technology 1.250008.01UNIST ISD program of the Ministry of Science and ICT 1.260011.01
6 · The paper itself

Abstract

Two-dimensional (2D) memristors are promising for low-power and high-speed neuromorphic hardware. However, their performance under circuit-level constraints remains limited because resistive switching relies on native defects, hindering precise control of filament formation. Here, we report 2D MoTe

Indexed as

artificial neural networkdynamic rangeelectronic engineeringmemristornanoelectronicsnanomaterialsneuromorphic engineeringscalabilitytransistor

Identifiers

PMID42704096

What OpenQuestion holds

Textmetadata
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.