{"id":"https://openalex.org/W2394738498","doi":"https://doi.org/10.1109/isqed.2016.7479239","title":"Multiple shift-vector importance sampling method using support vector machine and clustering for high-density DRAM designs","display_name":"Multiple shift-vector importance sampling method using support vector machine and clustering for high-density DRAM designs","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2394738498","doi":"https://doi.org/10.1109/isqed.2016.7479239","mag":"2394738498"},"language":"en","primary_location":{"id":"doi:10.1109/isqed.2016.7479239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed.2016.7479239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 17th International Symposium on Quality Electronic Design (ISQED)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100420791","display_name":"Jinyoung Lee","orcid":"https://orcid.org/0000-0001-9170-1483"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jinyoung Lee","raw_affiliation_strings":["Samsung Electronics, Koera, Gyeonggi-do"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Koera, Gyeonggi-do","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102094219","display_name":"Sunghee Yun","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sunghee Yun","raw_affiliation_strings":["Samsung Electronics, Koera, Gyeonggi-do"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Koera, Gyeonggi-do","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112129588","display_name":"Jeongha Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongha Kim","raw_affiliation_strings":["Samsung Electronics, Koera, Gyeonggi-do"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Koera, Gyeonggi-do","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102393963","display_name":"Dongsoo Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongsoo Kang","raw_affiliation_strings":["Samsung Electronics, Koera, Gyeonggi-do"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Koera, Gyeonggi-do","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031325618","display_name":"Jeongyeol Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeongyeol Kim","raw_affiliation_strings":["Samsung Electronics, Koera, Gyeonggi-do"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Koera, Gyeonggi-do","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100320181","display_name":"Sanghoon Lee","orcid":"https://orcid.org/0000-0001-9895-5347"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sanghoon Lee","raw_affiliation_strings":["Samsung Electronics, Koera, Gyeonggi-do"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Koera, Gyeonggi-do","institution_ids":["https://openalex.org/I2250650973"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100420791"],"corresponding_institution_ids":["https://openalex.org/I2250650973"],"apc_list":null,"apc_paid":null,"fwci":0.1838,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55665203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"430","last_page":"436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.7498432397842407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7178829908370972},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6955042481422424},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5603616833686829},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47537580132484436},{"id":"https://openalex.org/keywords/importance-sampling","display_name":"Importance sampling","score":0.46662887930870056},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.44839373230934143},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.42326223850250244},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.4020422101020813},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33667194843292236},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.33305397629737854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24149656295776367},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.15706083178520203},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13895085453987122},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12124884128570557},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08739018440246582}],"concepts":[{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.7498432397842407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7178829908370972},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6955042481422424},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5603616833686829},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47537580132484436},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.46662887930870056},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.44839373230934143},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.42326223850250244},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.4020422101020813},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33667194843292236},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.33305397629737854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24149656295776367},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.15706083178520203},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13895085453987122},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12124884128570557},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08739018440246582},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isqed.2016.7479239","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed.2016.7479239","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 17th International Symposium on Quality Electronic Design (ISQED)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1554944419","https://openalex.org/W1595159159","https://openalex.org/W1997140745","https://openalex.org/W2015446620","https://openalex.org/W2047446678","https://openalex.org/W2120353978","https://openalex.org/W2141001531","https://openalex.org/W2171033594","https://openalex.org/W2296319761","https://openalex.org/W3149402879","https://openalex.org/W3151880060","https://openalex.org/W4232939033","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W3120961607","https://openalex.org/W4401568740","https://openalex.org/W3148568549","https://openalex.org/W2098207691","https://openalex.org/W1648516568","https://openalex.org/W361036515","https://openalex.org/W2742914308","https://openalex.org/W2330004501","https://openalex.org/W2017089693","https://openalex.org/W2703295919"],"abstract_inverted_index":{"Memory":[0],"circuits":[1],"have":[2,76],"become":[3],"dominant":[4],"components":[5],"in":[6,10,106],"IC":[7],"designs":[8],"especially":[9],"mobile":[11],"and":[12,28,93,98,112],"IoT":[13],"era,":[14],"which":[15],"demands":[16],"extremely":[17,41,57],"high":[18,24,102],"integration":[19],"density":[20,32,103],"as":[21,23],"well":[22],"reliability":[25],"under":[26],"process":[27,111],"environment":[29],"variations.":[30],"As":[31],"grows,":[33],"the":[34,47,56,65,118,121,126,136],"same":[35],"number":[36],"of":[37,46,67,108,120,129],"fail":[38],"bits":[39],"becomes":[40],"rare":[42],"events,":[43],"hence":[44],"one":[45],"most":[48],"challenging":[49],"design":[50,105,114],"aspects":[51,107],"is":[52,96,125],"to":[53,63,101,135],"accurately":[54],"predict":[55],"low":[58],"failure":[59],"rate.":[60],"In":[61,79],"order":[62],"overcome":[64],"intractability":[66],"conventional":[68],"Monte":[69],"Carlo":[70],"methods,":[71],"many":[72],"importance":[73,86,131],"sampling":[74,87,132],"methods":[75],"been":[77],"suggested.":[78],"this":[80,124],"paper,":[81],"a":[82],"novel":[83],"multiple":[84],"shift-vector":[85],"method":[88,133],"using":[89],"support":[90],"vector":[91],"machine":[92],"clustering":[94],"(MSVISC)":[95],"proposed":[97],"its":[99],"contributions":[100],"memory":[104],"both":[109],"fabrication":[110],"circuit":[113],"are":[115],"demonstrated.":[116],"To":[117],"best":[119],"authors'":[122],"knowledge,":[123],"first":[127],"report":[128],"advanced":[130],"applied":[134],"state-of-the-art":[137],"DRAM":[138],"designs.":[139]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
