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Title: Total-Ionizing-Dose Effects on Long-term Data Retention Characteristics of Commercial 3-D NAND Memories

Abstract

This article evaluates the data retention characteristics of irradiated multi-level cell (MLC) 3-D NAND flash memories. We irradiate the memory chips by a Co-60 gamma-ray source for up to 50 krad(Si) and then write a random data pattern on the irradiated chip to find its retention characteristics. The experimental results show that the data retention property of the irradiated chips is significantly degraded compared to the un-irradiated ones. We evaluate two independent strategies to improve the data retention characteristics of the irradiated chips. Furthermore, the first method involves high-temperature annealing of the irradiated chip while the second method suggests pre-programming the memory modules before deploying them in radiation-prone environments.

Authors:
 [1];  [1];  [1];  [2];  [2];  [1]
  1. Univ. of Alabama, Huntsville, AL (United States)
  2. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Publication Date:
Research Org.:
Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Sponsoring Org.:
USDOE Office of Nuclear Energy (NE); USDOE National Nuclear Security Administration (NNSA)
OSTI Identifier:
1834106
Report Number(s):
SAND-2021-13819J
Journal ID: ISSN 0018-9499; 701926; TRN: US2300123
Grant/Contract Number:  
NA0003525
Resource Type:
Accepted Manuscript
Journal Name:
IEEE Transactions on Nuclear Science
Additional Journal Information:
Journal Volume: 69; Journal Issue: 3; Journal ID: ISSN 0018-9499
Publisher:
IEEE
Country of Publication:
United States
Language:
English
Subject:
73 NUCLEAR PHYSICS AND RADIATION PHYSICS; Nonvolatile memory; Electron traps; Radiation effects; Substrates; Flash memory cells; Performance evaluation; Ionizing radiation; 3-D NAND flash; Memory reliability; Multi-level cell (MLC); Total-ionizing-dose

Citation Formats

Buddhanoy, Matchima, Kumari, Preeti, Surendranathan, Umeshwarnath, Wasiolek, Maryla, Hattar, Khalid, and Ray, Biswajit. Total-Ionizing-Dose Effects on Long-term Data Retention Characteristics of Commercial 3-D NAND Memories. United States: N. p., 2021. Web. doi:10.1109/tns.2021.3124484.
Buddhanoy, Matchima, Kumari, Preeti, Surendranathan, Umeshwarnath, Wasiolek, Maryla, Hattar, Khalid, & Ray, Biswajit. Total-Ionizing-Dose Effects on Long-term Data Retention Characteristics of Commercial 3-D NAND Memories. United States. https://doi.org/10.1109/tns.2021.3124484
Buddhanoy, Matchima, Kumari, Preeti, Surendranathan, Umeshwarnath, Wasiolek, Maryla, Hattar, Khalid, and Ray, Biswajit. Sat . "Total-Ionizing-Dose Effects on Long-term Data Retention Characteristics of Commercial 3-D NAND Memories". United States. https://doi.org/10.1109/tns.2021.3124484. https://www.osti.gov/servlets/purl/1834106.
@article{osti_1834106,
title = {Total-Ionizing-Dose Effects on Long-term Data Retention Characteristics of Commercial 3-D NAND Memories},
author = {Buddhanoy, Matchima and Kumari, Preeti and Surendranathan, Umeshwarnath and Wasiolek, Maryla and Hattar, Khalid and Ray, Biswajit},
abstractNote = {This article evaluates the data retention characteristics of irradiated multi-level cell (MLC) 3-D NAND flash memories. We irradiate the memory chips by a Co-60 gamma-ray source for up to 50 krad(Si) and then write a random data pattern on the irradiated chip to find its retention characteristics. The experimental results show that the data retention property of the irradiated chips is significantly degraded compared to the un-irradiated ones. We evaluate two independent strategies to improve the data retention characteristics of the irradiated chips. Furthermore, the first method involves high-temperature annealing of the irradiated chip while the second method suggests pre-programming the memory modules before deploying them in radiation-prone environments.},
doi = {10.1109/tns.2021.3124484},
journal = {IEEE Transactions on Nuclear Science},
number = 3,
volume = 69,
place = {United States},
year = {Sat Nov 13 00:00:00 EST 2021},
month = {Sat Nov 13 00:00:00 EST 2021}
}

Works referenced in this record:

Transient conductive path induced by a Single ion in 10 nm SiO/sub 2/ Layers
journal, December 2004

  • Cellere, G.; Paccagnella, A.; Visconti, A.
  • IEEE Transactions on Nuclear Science, Vol. 51, Issue 6
  • DOI: 10.1109/TNS.2004.839146

Effects of Heavy-Ion Irradiation on Vertical 3-D NAND Flash Memories
journal, January 2018

  • Bagatin, M.; Gerardin, S.; Paccagnella, A.
  • IEEE Transactions on Nuclear Science, Vol. 65, Issue 1
  • DOI: 10.1109/TNS.2017.2777887

Activation Energies $(E_{a})$ of Failure Mechanisms in Advanced NAND Flash Cells for Different Generations and Cycling
journal, March 2013

  • Lee, Kyunghwan; Kang, Myounggon; Seo, Seongjun
  • IEEE Transactions on Electron Devices, Vol. 60, Issue 3
  • DOI: 10.1109/TED.2013.2241065

Present and Future Non-Volatile Memories for Space
journal, December 2010


Annealing of Static data Errors in NAND-Flash memories
conference, September 2007

  • Schmidt, H.; Walter, D.; Bruggemann, M.
  • 2007 9th European Conference on Radiation and Its Effects on Components and Systems
  • DOI: 10.1109/RADECS.2007.5205505

Effects of interface traps and border traps on MOS postirradiation annealing response
journal, December 1995

  • Fleetwood, D. M.; Warren, W. L.; Schwank, J. R.
  • IEEE Transactions on Nuclear Science, Vol. 42, Issue 6
  • DOI: 10.1109/23.488768

Data retention after heavy ion exposure of floating gate memories: analysis and simulation
journal, December 2003

  • Larcher, L.; Cellere, G.; Paccagnella, A.
  • IEEE Transactions on Nuclear Science, Vol. 50, Issue 6
  • DOI: 10.1109/TNS.2003.821598

Radiation induced leakage current in floating gate memory cells
journal, December 2005

  • Cellere, G.; Larcher, L.; Paccagnella, A.
  • IEEE Transactions on Nuclear Science, Vol. 52, Issue 6
  • DOI: 10.1109/TNS.2005.860725

Error Characterization, Mitigation, and Recovery in Flash-Memory-Based Solid-State Drives
journal, September 2017


Error Instability in Floating Gate Flash Memories Exposed to TID
journal, December 2009

  • Bagatin, Marta; Gerardin, Simone; Cellere, Giorgio
  • IEEE Transactions on Nuclear Science, Vol. 56, Issue 6
  • DOI: 10.1109/TNS.2009.2033364

A study on the short- and long-term effects of X-ray exposure on NAND Flash memories
conference, April 2011


Layer-Dependent Bit Error Variation in 3-D NAND Flash Under Ionizing Radiation
journal, September 2020

  • Kumari, Preeti; Huang, Sijay; Wasiolek, Maryla
  • IEEE Transactions on Nuclear Science, Vol. 67, Issue 9
  • DOI: 10.1109/TNS.2020.3014261

Flash correct-and-refresh: Retention-aware error management for increased flash memory lifetime
conference, September 2012

  • Cai, Yu; Yalcin, Gulay; Mutlu, Onur
  • 2012 IEEE 30th International Conference on Computer Design (ICCD)
  • DOI: 10.1109/ICCD.2012.6378623

True Random Number Generation Using Read Noise of Flash Memory Cells
journal, March 2018

  • Ray, Biswajit; Milenkovic, Aleksandar
  • IEEE Transactions on Electron Devices, Vol. 65, Issue 3
  • DOI: 10.1109/TED.2018.2792436

The nature of the trapped hole annealing process
journal, December 1989

  • Lelis, A. J.; Oldham, T. R.; Boesch, H. E.
  • IEEE Transactions on Nuclear Science, Vol. 36, Issue 6
  • DOI: 10.1109/23.45373

Directional Dependence of Co-60 Irradiation on the Total Dose Response of Flash Memories
journal, January 2019

  • Gadlage, Matthew J.; Bruce, David I.; Ingalls, James D.
  • IEEE Transactions on Nuclear Science, Vol. 66, Issue 1
  • DOI: 10.1109/TNS.2018.2879685

A model of radiation induced leakage current (RILC) in ultra-thin gate oxides
journal, December 1999

  • Larcher, L.; Paccagnella, A.; Ceschia, M.
  • IEEE Transactions on Nuclear Science, Vol. 46, Issue 6
  • DOI: 10.1109/23.819120

Radiation induced leakage current and stress induced leakage current in ultra-thin gate oxides
journal, December 1998

  • Ceschia, M.; Paccagnella, A.; Cester, A.
  • IEEE Transactions on Nuclear Science, Vol. 45, Issue 6
  • DOI: 10.1109/23.736457

VLSI Implementation of BCH Error Correction for Multilevel Cell NAND Flash Memory
journal, May 2010

  • Choi, Hyojin; Liu, Wei; Sung, Wonyong
  • IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol. 18, Issue 5
  • DOI: 10.1109/TVLSI.2009.2015666

Total Ionizing Dose Effects in 3-D NAND Flash Memories
journal, January 2019

  • Bagatin, Marta; Gerardin, Simone; Paccagnella, Alessandro
  • IEEE Transactions on Nuclear Science, Vol. 66, Issue 1
  • DOI: 10.1109/TNS.2018.2878911

Runtime Variability Monitor for Data Retention Characteristics of Commercial NAND Flash Memory
conference, March 2021


HeatWatch: Improving 3D NAND Flash Memory Device Reliability by Exploiting Self-Recovery and Temperature Awareness
conference, February 2018

  • Luo, Yixin; Ghose, Saugata; Cai, Yu
  • 2018 IEEE International Symposium on High Performance Computer Architecture (HPCA)
  • DOI: 10.1109/HPCA.2018.00050

Gamma-Ray-Induced Error Pattern Analysis for MLC 3-D NAND Flash Memories
journal, May 2021

  • Surendranathan, Umeshwarnath; Kumari, Preeti; Wasiolek, Maryla
  • IEEE Transactions on Nuclear Science, Vol. 68, Issue 5
  • DOI: 10.1109/TNS.2021.3059186

Heavy Ion Irradiation Fluence Dependence for Single-Event Upsets in a NAND Flash Memory
journal, January 2017

  • Chen, Dakai; Wilcox, Edward; Ladbury, Raymond L.
  • IEEE Transactions on Nuclear Science, Vol. 64, Issue 1
  • DOI: 10.1109/TNS.2016.2615719

Effects of Total Ionizing Dose on the Retention of 41-nm NAND Flash Cells
journal, December 2011

  • Bagatin, Marta; Gerardin, Simone; Paccagnella, Alessandro
  • IEEE Transactions on Nuclear Science, Vol. 58, Issue 6
  • DOI: 10.1109/TNS.2011.2171505

Random telegraph noise in flash memories - model and technology scaling
conference, January 2007

  • Fukuda, Koichi; Shimizu, Yuui; Amemiya, Kazumi
  • 2007 IEEE International Electron Devices Meeting
  • DOI: 10.1109/IEDM.2007.4418893

Radiation-Induced Error Mitigation by Read-Retry Technique for MLC 3-D NAND Flash Memory
journal, May 2021

  • Kumari, Preeti; Surendranathan, Umeshwarnath; Wasiolek, Maryla
  • IEEE Transactions on Nuclear Science, Vol. 68, Issue 5
  • DOI: 10.1109/TNS.2021.3052909

Retention Characteristics of Commercial NAND Flash Memory After Radiation Exposure
journal, December 2012


Effect of Radiation Exposure on the Retention of Commercial NAND Flash Memory
journal, December 2011

  • Oldham, T. R.; Chen, D.; Friendlich, M.
  • IEEE Transactions on Nuclear Science, Vol. 58, Issue 6
  • DOI: 10.1109/TNS.2011.2172816

A Survey of Software Techniques for Using Non-Volatile Memories for Storage and Main Memory Systems
journal, May 2016

  • Mittal, Sparsh; Vetter, Jeffrey S.
  • IEEE Transactions on Parallel and Distributed Systems, Vol. 27, Issue 5
  • DOI: 10.1109/TPDS.2015.2442980