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Investigation of PVT-Aware STT-MRAM Sensing Circuits for Low-VDD Scenario

Spintronic based embedded magnetic random access memory (eMRAM) is becoming a foundry validated solution for the next-generation nonvolatile memory applications. The hybrid complementary metal-oxide-semiconductor (CMOS)/magnetic tunnel junction (MTJ) integration has been selected as a proper candida...

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Autores principales: Bian, Zhongjian, Hong, Xiaofeng, Guo, Yanan, Naviner, Lirida, Ge, Wei, Cai, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8151166/
https://www.ncbi.nlm.nih.gov/pubmed/34066185
http://dx.doi.org/10.3390/mi12050551
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author Bian, Zhongjian
Hong, Xiaofeng
Guo, Yanan
Naviner, Lirida
Ge, Wei
Cai, Hao
author_facet Bian, Zhongjian
Hong, Xiaofeng
Guo, Yanan
Naviner, Lirida
Ge, Wei
Cai, Hao
author_sort Bian, Zhongjian
collection PubMed
description Spintronic based embedded magnetic random access memory (eMRAM) is becoming a foundry validated solution for the next-generation nonvolatile memory applications. The hybrid complementary metal-oxide-semiconductor (CMOS)/magnetic tunnel junction (MTJ) integration has been selected as a proper candidate for energy harvesting, area-constraint and energy-efficiency Internet of Things (IoT) systems-on-chips. Multi-VDD (low supply voltage) techniques were adopted to minimize energy dissipation in MRAM, at the cost of reduced writing/sensing speed and margin. Meanwhile, yield can be severely affected due to variations in process parameters. In this work, we conduct a thorough analysis of MRAM sensing margin and yield. We propose a current-mode sensing amplifier (CSA) named 1D high-sensing 1D margin, high 1D speed and 1D stability (HMSS-SA) with reconfigured reference path and pre-charge transistor. Process-voltage-temperature (PVT) aware analysis is performed based on an MTJ compact model and an industrial 28 nm CMOS technology, explicitly considering low-voltage (0.7 V), low tunneling magnetoresistance (TMR) (50%) and high temperature (85 °C) scenario as the worst sensing case. A case study takes a brief look at sensing circuits, which is applied to in-memory bit-wise computing. Simulation results indicate that the proposed high-sensing margin, high speed and stability sensing-sensing amplifier (HMSS-SA) achieves remarkable performance up to 2.5 GHz sensing frequency. At 0.65 V supply voltage, it can achieve 1 GHz operation frequency with only 0.3% failure rate.
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spelling pubmed-81511662021-05-27 Investigation of PVT-Aware STT-MRAM Sensing Circuits for Low-VDD Scenario Bian, Zhongjian Hong, Xiaofeng Guo, Yanan Naviner, Lirida Ge, Wei Cai, Hao Micromachines (Basel) Article Spintronic based embedded magnetic random access memory (eMRAM) is becoming a foundry validated solution for the next-generation nonvolatile memory applications. The hybrid complementary metal-oxide-semiconductor (CMOS)/magnetic tunnel junction (MTJ) integration has been selected as a proper candidate for energy harvesting, area-constraint and energy-efficiency Internet of Things (IoT) systems-on-chips. Multi-VDD (low supply voltage) techniques were adopted to minimize energy dissipation in MRAM, at the cost of reduced writing/sensing speed and margin. Meanwhile, yield can be severely affected due to variations in process parameters. In this work, we conduct a thorough analysis of MRAM sensing margin and yield. We propose a current-mode sensing amplifier (CSA) named 1D high-sensing 1D margin, high 1D speed and 1D stability (HMSS-SA) with reconfigured reference path and pre-charge transistor. Process-voltage-temperature (PVT) aware analysis is performed based on an MTJ compact model and an industrial 28 nm CMOS technology, explicitly considering low-voltage (0.7 V), low tunneling magnetoresistance (TMR) (50%) and high temperature (85 °C) scenario as the worst sensing case. A case study takes a brief look at sensing circuits, which is applied to in-memory bit-wise computing. Simulation results indicate that the proposed high-sensing margin, high speed and stability sensing-sensing amplifier (HMSS-SA) achieves remarkable performance up to 2.5 GHz sensing frequency. At 0.65 V supply voltage, it can achieve 1 GHz operation frequency with only 0.3% failure rate. MDPI 2021-05-12 /pmc/articles/PMC8151166/ /pubmed/34066185 http://dx.doi.org/10.3390/mi12050551 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Bian, Zhongjian
Hong, Xiaofeng
Guo, Yanan
Naviner, Lirida
Ge, Wei
Cai, Hao
Investigation of PVT-Aware STT-MRAM Sensing Circuits for Low-VDD Scenario
title Investigation of PVT-Aware STT-MRAM Sensing Circuits for Low-VDD Scenario
title_full Investigation of PVT-Aware STT-MRAM Sensing Circuits for Low-VDD Scenario
title_fullStr Investigation of PVT-Aware STT-MRAM Sensing Circuits for Low-VDD Scenario
title_full_unstemmed Investigation of PVT-Aware STT-MRAM Sensing Circuits for Low-VDD Scenario
title_short Investigation of PVT-Aware STT-MRAM Sensing Circuits for Low-VDD Scenario
title_sort investigation of pvt-aware stt-mram sensing circuits for low-vdd scenario
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8151166/
https://www.ncbi.nlm.nih.gov/pubmed/34066185
http://dx.doi.org/10.3390/mi12050551
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