Spin–orbit torque flash analog-to-digital converter

Abstract Although analog-to-digital converters (ADCs) are critical components in mixed-signal integrated circuits (IC), their performance has not been improved significantly over the last decade. To achieve a radical improvement (compact, low power and reliable ADCs), spintronics can be considered a...

Full description

Bibliographic Details
Main Authors: Hamdam Ghanatian, Luana Benetti, Pedro Anacleto, Tim Böhnert, Hooman Farkhani, Ricardo Ferreira, Farshad Moradi
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-35845-7
_version_ 1797806782462033920
author Hamdam Ghanatian
Luana Benetti
Pedro Anacleto
Tim Böhnert
Hooman Farkhani
Ricardo Ferreira
Farshad Moradi
author_facet Hamdam Ghanatian
Luana Benetti
Pedro Anacleto
Tim Böhnert
Hooman Farkhani
Ricardo Ferreira
Farshad Moradi
author_sort Hamdam Ghanatian
collection DOAJ
description Abstract Although analog-to-digital converters (ADCs) are critical components in mixed-signal integrated circuits (IC), their performance has not been improved significantly over the last decade. To achieve a radical improvement (compact, low power and reliable ADCs), spintronics can be considered as a proper candidate due to its compatibility with CMOS and wide applications in storage, neuromorphic computing, and so on. In this paper, a proof-of-concept of a 3-bit spin-CMOS Flash ADC using in-plane-anisotropy magnetic tunnel junctions (i-MTJs) with spin–orbit torque (SOT) switching mechanism is designed, fabricated and characterized. In this ADC, each MTJ plays the role of a comparator whose threshold is set by the engineering of the heavy metal (HM) width. Such an approach can reduce the ADC footprint. Monte-Carlo simulations based on the experimental measurements show the process variations/mismatch limits the accuracy of the proposed ADC to 2 bits. Moreover, the maximum differential nonlinearity (DNL) and integral nonlinearity (INL) are 0.739 LSB (least significant bit) and 0.7319 LSB, respectively.
first_indexed 2024-03-13T06:12:35Z
format Article
id doaj.art-717b7286cdc54a1b8038fea21d258969
institution Directory Open Access Journal
issn 2045-2322
language English
last_indexed 2024-03-13T06:12:35Z
publishDate 2023-06-01
publisher Nature Portfolio
record_format Article
series Scientific Reports
spelling doaj.art-717b7286cdc54a1b8038fea21d2589692023-06-11T11:11:28ZengNature PortfolioScientific Reports2045-23222023-06-011311810.1038/s41598-023-35845-7Spin–orbit torque flash analog-to-digital converterHamdam Ghanatian0Luana Benetti1Pedro Anacleto2Tim Böhnert3Hooman Farkhani4Ricardo Ferreira5Farshad Moradi6Department of Electrical and Computer Engineering, Aarhus UniversityInternational Iberian Nanotechnology Laboratory (INL)International Iberian Nanotechnology Laboratory (INL)International Iberian Nanotechnology Laboratory (INL)Department of Electrical and Computer Engineering, Aarhus UniversityInternational Iberian Nanotechnology Laboratory (INL)Department of Electrical and Computer Engineering, Aarhus UniversityAbstract Although analog-to-digital converters (ADCs) are critical components in mixed-signal integrated circuits (IC), their performance has not been improved significantly over the last decade. To achieve a radical improvement (compact, low power and reliable ADCs), spintronics can be considered as a proper candidate due to its compatibility with CMOS and wide applications in storage, neuromorphic computing, and so on. In this paper, a proof-of-concept of a 3-bit spin-CMOS Flash ADC using in-plane-anisotropy magnetic tunnel junctions (i-MTJs) with spin–orbit torque (SOT) switching mechanism is designed, fabricated and characterized. In this ADC, each MTJ plays the role of a comparator whose threshold is set by the engineering of the heavy metal (HM) width. Such an approach can reduce the ADC footprint. Monte-Carlo simulations based on the experimental measurements show the process variations/mismatch limits the accuracy of the proposed ADC to 2 bits. Moreover, the maximum differential nonlinearity (DNL) and integral nonlinearity (INL) are 0.739 LSB (least significant bit) and 0.7319 LSB, respectively.https://doi.org/10.1038/s41598-023-35845-7
spellingShingle Hamdam Ghanatian
Luana Benetti
Pedro Anacleto
Tim Böhnert
Hooman Farkhani
Ricardo Ferreira
Farshad Moradi
Spin–orbit torque flash analog-to-digital converter
Scientific Reports
title Spin–orbit torque flash analog-to-digital converter
title_full Spin–orbit torque flash analog-to-digital converter
title_fullStr Spin–orbit torque flash analog-to-digital converter
title_full_unstemmed Spin–orbit torque flash analog-to-digital converter
title_short Spin–orbit torque flash analog-to-digital converter
title_sort spin orbit torque flash analog to digital converter
url https://doi.org/10.1038/s41598-023-35845-7
work_keys_str_mv AT hamdamghanatian spinorbittorqueflashanalogtodigitalconverter
AT luanabenetti spinorbittorqueflashanalogtodigitalconverter
AT pedroanacleto spinorbittorqueflashanalogtodigitalconverter
AT timbohnert spinorbittorqueflashanalogtodigitalconverter
AT hoomanfarkhani spinorbittorqueflashanalogtodigitalconverter
AT ricardoferreira spinorbittorqueflashanalogtodigitalconverter
AT farshadmoradi spinorbittorqueflashanalogtodigitalconverter