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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8151166 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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