Energy Efficient Memristor Based on Green‐Synthesized 2D Carbonyl‐Decorated Organic Polymer and Application in Image Denoising and Edge Detection: Toward Sustainable AI (Adv. Sci. 45/2024)
Sustainable Electronics In article number 2408648 by Dinesh Shetty, Nazek El‐Atab, and co‐workers, a memristor based on a green‐synthesized, chemically stable, biocompatible 2D organic polymer along with potentially recyclable electrodes is demonstrated. This device exhibits excellent resistive switching, stable synaptic features, showing its promising application in image denoising and edge detection. The results confirm the device's higher energy‐efficiency compared to traditional GPUs, indicating great promise for future sustainable AI‐based applications. [Image: see text]
Authors
- Nazek El‐Atab (ORCID: https://orcid.org/0000-0002-2296-2003)
- Abdul Khayum Mohammed (ORCID: https://orcid.org/0000-0001-8626-1751)
- Ayman Rezk (ORCID: https://orcid.org/0000-0002-4433-4446)
- Dinesh Shetty (ORCID: https://orcid.org/0000-0001-5456-0386)
- Hanrui Li (ORCID: https://orcid.org/0000-0001-6447-4211)
- Ammar M. Nayfeh (ORCID: https://orcid.org/0000-0002-5207-244X)
- Georgian Melinte (ORCID: https://orcid.org/0000-0001-8845-0716)
- Ruba Al‐Ajeil
- Pratibha Pal
Publication Details
- Journal
- Advanced Science
- Published
- 2024-12-01
- DOI
- https://doi.org/10.1002/advs.202470279
- Primary Topic
- Advanced Memory and Neural Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00