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Performance analysis of DNA crossbar arrays for high-density memory storage applications

Deoxyribonucleic acid (DNA) has emerged as a promising building block for next-generation ultra-high density storage devices. Although DNA has high durability and extremely high density in nature, its potential as the basis of storage devices is currently hindered by limitations such as expensive an...

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Autores principales: De, Arpan, Mohammad, Hashem, Wang, Yiren, Kubendran, Rajkumar, Das, Arindam K., Anantram, M. P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126128/
https://www.ncbi.nlm.nih.gov/pubmed/37095117
http://dx.doi.org/10.1038/s41598-023-33004-6
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author De, Arpan
Mohammad, Hashem
Wang, Yiren
Kubendran, Rajkumar
Das, Arindam K.
Anantram, M. P.
author_facet De, Arpan
Mohammad, Hashem
Wang, Yiren
Kubendran, Rajkumar
Das, Arindam K.
Anantram, M. P.
author_sort De, Arpan
collection PubMed
description Deoxyribonucleic acid (DNA) has emerged as a promising building block for next-generation ultra-high density storage devices. Although DNA has high durability and extremely high density in nature, its potential as the basis of storage devices is currently hindered by limitations such as expensive and complex fabrication processes and time-consuming read–write operations. In this article, we propose the use of a DNA crossbar array architecture for an electrically readable read-only memory (DNA-ROM). While information can be ‘written’ error-free to a DNA-ROM array using appropriate sequence encodings its read accuracy can be affected by several factors such as array size, interconnect resistance, and Fermi energy deviations from HOMO levels of DNA strands employed in the crossbar. We study the impact of array size and interconnect resistance on the bit error rate of a DNA-ROM array through extensive Monte Carlo simulations. We have also analyzed the performance of our proposed DNA crossbar array for an image storage application, as a function of array size and interconnect resistance. While we expect that future advances in bioengineering and materials science will address some of the fabrication challenges associated with DNA crossbar arrays, we believe that the comprehensive body of results we present in this paper establishes the technical viability of DNA crossbar arrays as low power, high-density storage devices. Finally, our analysis of array performance vis-à-vis interconnect resistance should provide valuable insights into aspects of the fabrication process such as proper choice of interconnects necessary for ensuring high read accuracies.
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spelling pubmed-101261282023-04-26 Performance analysis of DNA crossbar arrays for high-density memory storage applications De, Arpan Mohammad, Hashem Wang, Yiren Kubendran, Rajkumar Das, Arindam K. Anantram, M. P. Sci Rep Article Deoxyribonucleic acid (DNA) has emerged as a promising building block for next-generation ultra-high density storage devices. Although DNA has high durability and extremely high density in nature, its potential as the basis of storage devices is currently hindered by limitations such as expensive and complex fabrication processes and time-consuming read–write operations. In this article, we propose the use of a DNA crossbar array architecture for an electrically readable read-only memory (DNA-ROM). While information can be ‘written’ error-free to a DNA-ROM array using appropriate sequence encodings its read accuracy can be affected by several factors such as array size, interconnect resistance, and Fermi energy deviations from HOMO levels of DNA strands employed in the crossbar. We study the impact of array size and interconnect resistance on the bit error rate of a DNA-ROM array through extensive Monte Carlo simulations. We have also analyzed the performance of our proposed DNA crossbar array for an image storage application, as a function of array size and interconnect resistance. While we expect that future advances in bioengineering and materials science will address some of the fabrication challenges associated with DNA crossbar arrays, we believe that the comprehensive body of results we present in this paper establishes the technical viability of DNA crossbar arrays as low power, high-density storage devices. Finally, our analysis of array performance vis-à-vis interconnect resistance should provide valuable insights into aspects of the fabrication process such as proper choice of interconnects necessary for ensuring high read accuracies. Nature Publishing Group UK 2023-04-24 /pmc/articles/PMC10126128/ /pubmed/37095117 http://dx.doi.org/10.1038/s41598-023-33004-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
De, Arpan
Mohammad, Hashem
Wang, Yiren
Kubendran, Rajkumar
Das, Arindam K.
Anantram, M. P.
Performance analysis of DNA crossbar arrays for high-density memory storage applications
title Performance analysis of DNA crossbar arrays for high-density memory storage applications
title_full Performance analysis of DNA crossbar arrays for high-density memory storage applications
title_fullStr Performance analysis of DNA crossbar arrays for high-density memory storage applications
title_full_unstemmed Performance analysis of DNA crossbar arrays for high-density memory storage applications
title_short Performance analysis of DNA crossbar arrays for high-density memory storage applications
title_sort performance analysis of dna crossbar arrays for high-density memory storage applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10126128/
https://www.ncbi.nlm.nih.gov/pubmed/37095117
http://dx.doi.org/10.1038/s41598-023-33004-6
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