Analog-to-digital converter based on spin–orbit torque magnetic tunnel junctions

Analog-to-digital converters (ADCs) serve as a crucial interface between the physical and digital worlds, playing an essential role across a wide range of applications. However, achieving an ADC that simultaneously offers high speed, high resolution, and low power consumption remains a significant challenge. Recent advances in spintronics, particularly in spin–orbit torque magnetic tunnel junctions (SOT-MTJs), have shown significant promise for the development of true random number generators (TRNGs). In this study, we propose and demonstrate an ADC architecture based on SOT-MTJ-driven TRNGs with tunable resolution. We experimentally verify the stochastic switching behavior of SOT-MTJs and utilize this property to implement a resolution-adjustable ADC. Circuit-level simulations implemented on a Field-Programmable Gate Array platform confirm the feasibility of the proposed design. Our results further broaden the application of SOT-MTJs, which may play an important role in external signal processing and artificial intelligence hardware acceleration in the future.

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Publication Details

Journal
Applied Physics Letters
Published
2026-07-27
DOI
https://doi.org/10.1063/5.0306911
Primary Topic
Magnetic properties of thin films
Type
article
Field-Weighted Citation Impact
0.00

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article

Analog-to-digital converter based on spin–orbit torque magnetic tunnel junctions

Xiufeng Han, Caihua Wan, Guoqiang Yu, Yingqian Xu et al.
Applied Physics Letters
Magnetic properties of thin films
article

Analog-to-digital converter based on spin–orbit torque magnetic tunnel junctions

Xiufeng Han, Caihua Wan, Guoqiang Yu, Yingqian Xu, Ran Zhang, Xiaohan Li, D. H. Kong, J. H. Xia, S. L. Xiong
article en

Abstract

Analog-to-digital converters (ADCs) serve as a crucial interface between the physical and digital worlds, playing an essential role across a wide range of applications. However, achieving an ADC that simultaneously offers high speed, high resolution, and low power consumption remains a significant challenge. Recent advances in spintronics, particularly in spin–orbit torque magnetic tunnel junctions (SOT-MTJs), have shown significant promise for the development of true random number generators (TRNGs). In this study, we propose and demonstrate an ADC architecture based on SOT-MTJ-driven TRNGs with tunable resolution. We experimentally verify the stochastic switching behavior of SOT-MTJs and utilize this property to implement a resolution-adjustable ADC. Circuit-level simulations implemented on a Field-Programmable Gate Array platform confirm the feasibility of the proposed design. Our results further broaden the application of SOT-MTJs, which may play an important role in external signal processing and artificial intelligence hardware acceleration in the future.

Applied Physics LettersVol. 129(4)
Songshan Lake Materials Laboratory (CN), FZU ‒ Institute of Physics of the Academy of Sciences of the Czech Republic (CZ), University of Chinese Academy of Sciences (CN)
National Natural Science Foundation of China, Basic and Applied Basic Research Foundation of Guangdong Province
Affordable and clean energy
Openalex Percentile: Top 11%
Magnetic properties of thin films
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Analog-to-digital converter based on spin–orbit torque magnetic tunnel junctions — Xiufeng Han, Caihua Wan, et al. · Applied Physics Letters (2026) | TGRS Research Map | TGRS