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Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio
In this work, aspect ratio of various intercalation doped MLGNR interconnects are optimized using a numerical approach to achieve improved performance and reliability. A numerical optimization method is presented to estimate optimized aspect ratio considering combined effects of performance, noise a...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795459/ https://www.ncbi.nlm.nih.gov/pubmed/35087115 http://dx.doi.org/10.1038/s41598-022-05222-x |
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author | Kumari, Bhawana Sharma, Rohit Sahoo, Manodipan |
author_facet | Kumari, Bhawana Sharma, Rohit Sahoo, Manodipan |
author_sort | Kumari, Bhawana |
collection | PubMed |
description | In this work, aspect ratio of various intercalation doped MLGNR interconnects are optimized using a numerical approach to achieve improved performance and reliability. A numerical optimization method is presented to estimate optimized aspect ratio considering combined effects of performance, noise and reliability metrics for any arbitrary nano interconnect system. This approach is cost effective and will be extremely useful to industry for selection of aspect ratio of interconnects as it is a non-SPICE method and reduces fabrication iterations for achieving desired performance and reliability. Our numerical method suggests that by minimizing the figure of merit (i.e. Noise Delay Power Product / Breakdown Power [Formula: see text] ratio), aspect ratio of FeCl(3) doped MLGNR interconnect is optimized at 0.987, 0.61 and 0.579 for local, intermediate and global level, respectively at 7 nm node. Comparing the optimized performance metrics in this work with the estimated metrics at prescribed aspect ratio by IRDS roadmap, delay, noise delay product (NDP), power delay product (PDP), [Formula: see text] ratio and figure of merit are improved by ([Formula: see text] 2% and [Formula: see text] 25%), ([Formula: see text] 44% and [Formula: see text] 50%), ([Formula: see text] 9% and [Formula: see text] 48%), ([Formula: see text] 6% and [Formula: see text] 48%) and ([Formula: see text] 49% and [Formula: see text] 68%) for 10 [Formula: see text] m and 1 mm long Fecl(3) doped MLGNR interconnect, respectively at 7 nm node. Increase in contact resistance leads to significant decrease in performance and increase in optimized aspect ratio of local Fecl(3) doped MLGNR interconnect. Scaling down from 10 to 7 nm node results in increase of optimized aspect ratio in all levels of interconnects. Even though the performance of MLGNR degrades with scaling down but when compared to copper, the performance improves with technology scaling. Finally, this study provides circuit designers a detailed guideline for selecting an optimized aspect ratio for achieving better performance, power efficiency and reliability in doped MLGNR interconnects. |
format | Online Article Text |
id | pubmed-8795459 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-87954592022-01-28 Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio Kumari, Bhawana Sharma, Rohit Sahoo, Manodipan Sci Rep Article In this work, aspect ratio of various intercalation doped MLGNR interconnects are optimized using a numerical approach to achieve improved performance and reliability. A numerical optimization method is presented to estimate optimized aspect ratio considering combined effects of performance, noise and reliability metrics for any arbitrary nano interconnect system. This approach is cost effective and will be extremely useful to industry for selection of aspect ratio of interconnects as it is a non-SPICE method and reduces fabrication iterations for achieving desired performance and reliability. Our numerical method suggests that by minimizing the figure of merit (i.e. Noise Delay Power Product / Breakdown Power [Formula: see text] ratio), aspect ratio of FeCl(3) doped MLGNR interconnect is optimized at 0.987, 0.61 and 0.579 for local, intermediate and global level, respectively at 7 nm node. Comparing the optimized performance metrics in this work with the estimated metrics at prescribed aspect ratio by IRDS roadmap, delay, noise delay product (NDP), power delay product (PDP), [Formula: see text] ratio and figure of merit are improved by ([Formula: see text] 2% and [Formula: see text] 25%), ([Formula: see text] 44% and [Formula: see text] 50%), ([Formula: see text] 9% and [Formula: see text] 48%), ([Formula: see text] 6% and [Formula: see text] 48%) and ([Formula: see text] 49% and [Formula: see text] 68%) for 10 [Formula: see text] m and 1 mm long Fecl(3) doped MLGNR interconnect, respectively at 7 nm node. Increase in contact resistance leads to significant decrease in performance and increase in optimized aspect ratio of local Fecl(3) doped MLGNR interconnect. Scaling down from 10 to 7 nm node results in increase of optimized aspect ratio in all levels of interconnects. Even though the performance of MLGNR degrades with scaling down but when compared to copper, the performance improves with technology scaling. Finally, this study provides circuit designers a detailed guideline for selecting an optimized aspect ratio for achieving better performance, power efficiency and reliability in doped MLGNR interconnects. Nature Publishing Group UK 2022-01-27 /pmc/articles/PMC8795459/ /pubmed/35087115 http://dx.doi.org/10.1038/s41598-022-05222-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Kumari, Bhawana Sharma, Rohit Sahoo, Manodipan Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio |
title | Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio |
title_full | Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio |
title_fullStr | Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio |
title_full_unstemmed | Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio |
title_short | Performance and reliability improvement in intercalated MLGNR interconnects using optimized aspect ratio |
title_sort | performance and reliability improvement in intercalated mlgnr interconnects using optimized aspect ratio |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8795459/ https://www.ncbi.nlm.nih.gov/pubmed/35087115 http://dx.doi.org/10.1038/s41598-022-05222-x |
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