Two-dimensional materials for artificial sensory devices: advancing neuromorphic sensing technology
Two-dimensional materials like graphene and transition metal dichalcogenides offer unique properties ideal for neuromorphic and artificial sensory devices, enabling precise emulation of neural functions with enhanced energy efficiency and flexibility. Despite their potential, challenges such as scalability, uniformity, and stability hinder widespread adoption. This review explores advancements, applications in robotics and AI, and future challenges in scaling 2D-based neuromorphic devices for real-world use.
Authors
- Ki Chang Kwon (ORCID: https://orcid.org/0000-0002-4004-5372)
- Yeongjun Lee (ORCID: https://orcid.org/0000-0002-2488-9903)
- Hyeongyu Gim
- Kootak Hong (ORCID: https://orcid.org/0000-0001-7402-5356)
- Jae‐Kwon Ko
- Chanmee Ock
Institutions
- Chonnam National University (KR)
- Korea Advanced Institute of Science and Technology (KR)
- Chungnam National University (KR)
- Korea Research Institute of Standards and Science (KR)
- Korea University of Science and Technology (KR)
Publication Details
- Journal
- npj 2D Materials and Applications
- Published
- 2025-05-02
- DOI
- https://doi.org/10.1038/s41699-025-00556-2
- Citations
- 17
- Primary Topic
- Advanced Memory and Neural Computing
- Type
- article
- Field-Weighted Citation Impact
- 12.42
Funders
- National Research Foundation
- Korea Research Institute of Standards and Science
- National Research Foundation of Korea
- Ministry of Science and ICT, South Korea
- Division of Materials Research