DOAJ Open Access 2024

2D materials-based 3D integration for neuromorphic hardware

Seung Ju Kim Hyeon-Ji Lee Chul-Ho Lee Ho Won Jang

Abstrak

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.

Topik & Kata Kunci

Materials of engineering and construction. Mechanics of materials Chemistry

Penulis (4)

Seung Ju Kim

Hyeon-Ji Lee

Chul-Ho Lee

Ho Won Jang

Format Sitasi

APA MLA BibTeX

Kim, S.J., Lee, H., Lee, C., Jang, H.W. (2024). 2D materials-based 3D integration for neuromorphic hardware. https://doi.org/10.1038/s41699-024-00509-1

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Informasi Jurnal

Tahun Terbit: 2024
Sumber Database: DOAJ
DOI: 10.1038/s41699-024-00509-1
Akses: Open Access ✓