Evidence map›Paper›PMID 39250339›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2024

Energy Efficient Memristor Based on Green-Synthesized 2D Carbonyl-Decorated Organic Polymer and Application in Image Denoising and Edge Detection: Toward Sustainable AI.

Pratibha Pal, Hanrui Li, Ruba Al-Ajeil, Abdul Khayum Mohammed, Ayman Rezk, Georgian Melinte, Ammar Nayfeh, Dinesh Shetty, Nazek El-Atab

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. A Multimodal Humidity Adaptive Optical Neuron Based on a MoWSAdvanced materials (Deerfield Beach, Fla.) · 2025
    Article
  3. Review
  4. Review
  5. Article
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

9 authors.

Pratibha PalSmart, Advanced Memory Devices and Applications (SAMA) Laboratory, Electrical and Computer Engineering Program, Computer Electrical Mathematical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, 23955, Kingdom of Saudi Arabia.
Hanrui LiSmart, Advanced Memory Devices and Applications (SAMA) Laboratory, Electrical and Computer Engineering Program, Computer Electrical Mathematical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, 23955, Kingdom of Saudi Arabia.
Ruba Al-AjeilDepartment of Chemistry, Khalifa University of Science & Technology, Abu Dhabi, 127788, UAE.
Abdul Khayum MohammedDepartment of Chemistry, Khalifa University of Science & Technology, Abu Dhabi, 127788, UAE.
Ayman RezkDepartment of Electrical Engineering, Khalifa University of Science & Technology, Abu Dhabi, 127788, UAE.
Georgian MelinteCore Labs, King Abdullah University of Science and Technology, Thuwal, 23955-6900, Saudi Arabia.
Ammar NayfehDepartment of Electrical Engineering, Khalifa University of Science & Technology, Abu Dhabi, 127788, UAE.
Dinesh ShettyDepartment of Chemistry, Khalifa University of Science & Technology, Abu Dhabi, 127788, UAE.
Nazek El-AtabSmart, Advanced Memory Devices and Applications (SAMA) Laboratory, Electrical and Computer Engineering Program, Computer Electrical Mathematical Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, 23955, Kingdom of Saudi Arabia.ORCID https://orcid.org/0000-0002-2296-2003

Funding

Center for Catalysis and Separations grantRCII-2018-024Khalifa University Abu DhabiKhalifa University Competitive Internal Research CIRA-2021Khalifa University of Science, Technology and Research and ASPIRE VRI20-07King Abdullah University of Science and TechnologyKing Abdullah University of Science and Technology (KAUST) Research Funding OFP-2024-5518
6 · The paper itself

Abstract

According to the United Nations, around 53 million metric tons of electronic waste is produced every year, worldwide, the big majority of which goes unprocessed. With the rapid advances in AI technologies and adoption of smart gadgets, the demand for powerful logic and memory chips is expected to boom. Therefore, the development of green electronics is crucial to minimizing the impact of the alarmingly increasing e-waste. Here, it is shown the application of a green synthesized, chemically stable, carbonyl-decorated 2D organic, and biocompatible polymer as an active layer in a memristor device, sandwiched between potentially fully recyclable electrodes. The 2D polymer's ultramicro channels, decorated with C═O and O─H groups, efficiently promote the formation of copper nanofilaments. As a result, the device shows excellent bipolar resistive switching behavior with the potential to mimic synaptic plasticity. A large resistive switching window (10

Indexed as

2D polymersgreen synthesismemristorneuromorphic computingsustainable electronics

Identifiers

PMID39250339
PMCPMC11615820

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.