Smart Write Algorithm to Enhance Performances and Reliability of an RRAM Macro
This article presents a comprehensive assessment of the impact of various design assist techniques on the inherent performance and reliability of native resistive RAM (RRAM) on silicon. The collaborative optimization of design and technology plays a crucial role in replacing conventional flash memor...
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Veröffentlicht in: | IEEE journal of solid-state circuits 2024-09, Vol.59 (9), p.3045-3057 |
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creator | Giraud, Bastien Ricavy, Sebastien Laffond, Cyrille Sever, Ilan Gherman, Valentin Lepin, Florent Diallo, Mariam Zenati, Khadija Dumas, Sylvain Guille, Olivier Vershkov, Maxim Bricalli, Alessandro Piccolboni, Giuseppe Noel, Jean-Philippe Samir, Anass Pillonnet, Gael Thonnart, Yvain Molas, Gabriel |
description | This article presents a comprehensive assessment of the impact of various design assist techniques on the inherent performance and reliability of native resistive RAM (RRAM) on silicon. The collaborative optimization of design and technology plays a crucial role in replacing conventional flash memory as the leading solution. We showcase that employing read-before-write, current-limitation, and write-termination techniques results in reductions of power consumption during programming operations by 47%, 56%, and 13%, respectively. Through their combination with write verification and error correction code mechanisms, these enhancements collectively achieve an 83% reduction in energy consumption and a notable 55% decrease in access time. These advancements are made possible by the introduction of a novel smart write algorithm (SWA). Leveraging a representative 128-kb RRAM macro implemented in 130-nm CMOS technology, this study significantly contributes to the feasible integration of RRAM for embedded applications. The experimental assessments on silicon validate the increased reliability, with a demonstrated 28.1- \mu \text{A} read margin after undergoing 1 million cycles without encountering any read errors, maintaining a bit error rate (BER) below 10-7. |
doi_str_mv | 10.1109/JSSC.2024.3386429 |
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The collaborative optimization of design and technology plays a crucial role in replacing conventional flash memory as the leading solution. We showcase that employing read-before-write, current-limitation, and write-termination techniques results in reductions of power consumption during programming operations by 47%, 56%, and 13%, respectively. Through their combination with write verification and error correction code mechanisms, these enhancements collectively achieve an 83% reduction in energy consumption and a notable 55% decrease in access time. These advancements are made possible by the introduction of a novel smart write algorithm (SWA). Leveraging a representative 128-kb RRAM macro implemented in 130-nm CMOS technology, this study significantly contributes to the feasible integration of RRAM for embedded applications. The experimental assessments on silicon validate the increased reliability, with a demonstrated 28.1-<inline-formula> <tex-math notation="LaTeX">\mu \text{A} </tex-math></inline-formula> read margin after undergoing 1 million cycles without encountering any read errors, maintaining a bit error rate (BER) below 10-7.</description><identifier>ISSN: 0018-9200</identifier><identifier>EISSN: 1558-173X</identifier><identifier>DOI: 10.1109/JSSC.2024.3386429</identifier><identifier>CODEN: IJSCBC</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Access time ; Adaptive and reconfigurable systems ; Algorithms ; Bit error rate ; Computer Science ; Data Structures and Algorithms ; Design analysis ; Design optimization ; Electronics ; Energy consumption ; Engineering Sciences ; Error correction ; error correction code (ECC) ; Error correction codes ; Error reduction ; Flash memory (computers) ; non-volatile memory ; Power demand ; Programming ; Random access memory ; Reliability ; Resistors ; Silicon ; smart algorithm ; variant-tolerant ; Writing</subject><ispartof>IEEE journal of solid-state circuits, 2024-09, Vol.59 (9), p.3045-3057</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c280t-9492c726e8ffce7c6d96b247935e198f278565ae6c5fe1f8056b5ca643498e323</cites><orcidid>0009-0008-8322-9906 ; 0000-0001-5215-6718 ; 0000-0002-7345-4164 ; 0000-0001-7721-5796 ; 0000-0003-0499-1756 ; 0000-0003-0539-7185 ; 0009-0004-5554-0108 ; 0000-0002-1183-6685 ; 0009-0009-3924-8445</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/10509675$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>230,315,781,785,797,886,27929,27930,54763</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/10509675$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc><backlink>$$Uhttps://cea.hal.science/cea-04771574$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Giraud, Bastien</creatorcontrib><creatorcontrib>Ricavy, Sebastien</creatorcontrib><creatorcontrib>Laffond, Cyrille</creatorcontrib><creatorcontrib>Sever, Ilan</creatorcontrib><creatorcontrib>Gherman, Valentin</creatorcontrib><creatorcontrib>Lepin, Florent</creatorcontrib><creatorcontrib>Diallo, Mariam</creatorcontrib><creatorcontrib>Zenati, Khadija</creatorcontrib><creatorcontrib>Dumas, Sylvain</creatorcontrib><creatorcontrib>Guille, Olivier</creatorcontrib><creatorcontrib>Vershkov, Maxim</creatorcontrib><creatorcontrib>Bricalli, Alessandro</creatorcontrib><creatorcontrib>Piccolboni, Giuseppe</creatorcontrib><creatorcontrib>Noel, Jean-Philippe</creatorcontrib><creatorcontrib>Samir, Anass</creatorcontrib><creatorcontrib>Pillonnet, Gael</creatorcontrib><creatorcontrib>Thonnart, Yvain</creatorcontrib><creatorcontrib>Molas, Gabriel</creatorcontrib><title>Smart Write Algorithm to Enhance Performances and Reliability of an RRAM Macro</title><title>IEEE journal of solid-state circuits</title><addtitle>JSSC</addtitle><description>This article presents a comprehensive assessment of the impact of various design assist techniques on the inherent performance and reliability of native resistive RAM (RRAM) on silicon. The collaborative optimization of design and technology plays a crucial role in replacing conventional flash memory as the leading solution. We showcase that employing read-before-write, current-limitation, and write-termination techniques results in reductions of power consumption during programming operations by 47%, 56%, and 13%, respectively. Through their combination with write verification and error correction code mechanisms, these enhancements collectively achieve an 83% reduction in energy consumption and a notable 55% decrease in access time. These advancements are made possible by the introduction of a novel smart write algorithm (SWA). Leveraging a representative 128-kb RRAM macro implemented in 130-nm CMOS technology, this study significantly contributes to the feasible integration of RRAM for embedded applications. The experimental assessments on silicon validate the increased reliability, with a demonstrated 28.1-<inline-formula> <tex-math notation="LaTeX">\mu \text{A} </tex-math></inline-formula> read margin after undergoing 1 million cycles without encountering any read errors, maintaining a bit error rate (BER) below 10-7.</description><subject>Access time</subject><subject>Adaptive and reconfigurable systems</subject><subject>Algorithms</subject><subject>Bit error rate</subject><subject>Computer Science</subject><subject>Data Structures and Algorithms</subject><subject>Design analysis</subject><subject>Design optimization</subject><subject>Electronics</subject><subject>Energy consumption</subject><subject>Engineering Sciences</subject><subject>Error correction</subject><subject>error correction code (ECC)</subject><subject>Error correction codes</subject><subject>Error reduction</subject><subject>Flash memory (computers)</subject><subject>non-volatile memory</subject><subject>Power demand</subject><subject>Programming</subject><subject>Random access memory</subject><subject>Reliability</subject><subject>Resistors</subject><subject>Silicon</subject><subject>smart algorithm</subject><subject>variant-tolerant</subject><subject>Writing</subject><issn>0018-9200</issn><issn>1558-173X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpNkEtLAzEQgIMoWKs_QPAQ8ORha96PYylqlValVfQW0jixK9vdml2F_ntTKuJpHnwzzHwInVIyoJTYy7v5fDRghIkB50YJZvdQj0ppCqr56z7qEUJNYRkhh-iobT9yKYShPXQ_X_nU4ZdUdoCH1XuTk-UKdw2-qpe-DoAfIcUmrbZ5i339hmdQlX5RVmW3wU3MLTybDad46kNqjtFB9FULJ7-xj56vr55G42LycHM7Gk6KwAzpCissC5opMDEG0EG9WbVgQlsugVoTmTZSSQ8qyAg0GiLVQgavBBfWAGe8jy52e5e-cutU5ic2rvGlGw8nLoB3RGhNpRbfNLPnO3adms8vaDv30XylOp_nOLE6SzFCZYruqPxF2yaIf2spcVvFbqvYbRW7X8V55mw3UwLAP14Sq7TkP8JtdSw</recordid><startdate>20240901</startdate><enddate>20240901</enddate><creator>Giraud, Bastien</creator><creator>Ricavy, Sebastien</creator><creator>Laffond, Cyrille</creator><creator>Sever, Ilan</creator><creator>Gherman, Valentin</creator><creator>Lepin, Florent</creator><creator>Diallo, Mariam</creator><creator>Zenati, Khadija</creator><creator>Dumas, Sylvain</creator><creator>Guille, Olivier</creator><creator>Vershkov, Maxim</creator><creator>Bricalli, Alessandro</creator><creator>Piccolboni, Giuseppe</creator><creator>Noel, Jean-Philippe</creator><creator>Samir, Anass</creator><creator>Pillonnet, Gael</creator><creator>Thonnart, Yvain</creator><creator>Molas, Gabriel</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. 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The collaborative optimization of design and technology plays a crucial role in replacing conventional flash memory as the leading solution. We showcase that employing read-before-write, current-limitation, and write-termination techniques results in reductions of power consumption during programming operations by 47%, 56%, and 13%, respectively. Through their combination with write verification and error correction code mechanisms, these enhancements collectively achieve an 83% reduction in energy consumption and a notable 55% decrease in access time. These advancements are made possible by the introduction of a novel smart write algorithm (SWA). Leveraging a representative 128-kb RRAM macro implemented in 130-nm CMOS technology, this study significantly contributes to the feasible integration of RRAM for embedded applications. The experimental assessments on silicon validate the increased reliability, with a demonstrated 28.1-<inline-formula> <tex-math notation="LaTeX">\mu \text{A} </tex-math></inline-formula> read margin after undergoing 1 million cycles without encountering any read errors, maintaining a bit error rate (BER) below 10-7.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/JSSC.2024.3386429</doi><tpages>13</tpages><orcidid>https://orcid.org/0009-0008-8322-9906</orcidid><orcidid>https://orcid.org/0000-0001-5215-6718</orcidid><orcidid>https://orcid.org/0000-0002-7345-4164</orcidid><orcidid>https://orcid.org/0000-0001-7721-5796</orcidid><orcidid>https://orcid.org/0000-0003-0499-1756</orcidid><orcidid>https://orcid.org/0000-0003-0539-7185</orcidid><orcidid>https://orcid.org/0009-0004-5554-0108</orcidid><orcidid>https://orcid.org/0000-0002-1183-6685</orcidid><orcidid>https://orcid.org/0009-0009-3924-8445</orcidid></addata></record> |
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subjects | Access time Adaptive and reconfigurable systems Algorithms Bit error rate Computer Science Data Structures and Algorithms Design analysis Design optimization Electronics Energy consumption Engineering Sciences Error correction error correction code (ECC) Error correction codes Error reduction Flash memory (computers) non-volatile memory Power demand Programming Random access memory Reliability Resistors Silicon smart algorithm variant-tolerant Writing |
title | Smart Write Algorithm to Enhance Performances and Reliability of an RRAM Macro |
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