2D materials-based 3D integration for neuromorphic hardware

Autor: Seung Ju Kim, Hyeon-Ji Lee, Chul-Ho Lee, Ho Won Jang
Jazyk: angličtina
Rok vydání: 2024
Předmět:
Zdroj: npj 2D Materials and Applications, Vol 8, Iss 1, Pp 1-11 (2024)
Druh dokumentu: article
ISSN: 2397-7132
DOI: 10.1038/s41699-024-00509-1
Popis: Abstract Neuromorphic hardware enables energy-efficient computing, which is essential for a sustainable system. Recently, significant progress has been reported in neuromorphic hardware based on two-dimensional materials. However, traditional planar-integrated architectures still suffer from high energy consumption. This review systematically explores recent advances in the three-dimensional integration of two-dimensional material-based neuromorphic hardware to address these challenges. The materials, process, device physics, array, and integration levels are discussed, highlighting challenges and perspectives.
Databáze: Directory of Open Access Journals