{"id":"https://openalex.org/W7147370092","doi":"https://doi.org/10.1109/icaiic68212.2026.11454318","title":"Prediction of Dynamic Random Access Memory Leakage Current Based Artificial Intelligence Model","display_name":"Prediction of Dynamic Random Access Memory Leakage Current Based Artificial Intelligence Model","publication_year":2026,"publication_date":"2026-02-24","ids":{"openalex":"https://openalex.org/W7147370092","doi":"https://doi.org/10.1109/icaiic68212.2026.11454318"},"language":null,"primary_location":{"id":"doi:10.1109/icaiic68212.2026.11454318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic68212.2026.11454318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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":null,"display_name":"Jeonghyeon Yun","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeonghyeon Yun","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113031566","display_name":"Garim Kim","orcid":"https://orcid.org/0009-0002-1180-6790"},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Geon Kim","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025149923","display_name":"D.H. Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongyeong Kim","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025396733","display_name":"S. W. Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Suyeon Kim","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132675762","display_name":"Jewon Park","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jewon Park","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012642718","display_name":"S.-M. Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Shinwook Kim","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132705319","display_name":"Ryun Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ryun Kang","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sowon Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sowon Kim","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132595785","display_name":"Chaehyuk Lim","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chaehyuk Lim","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hyeona Seo","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeona Seo","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012941299","display_name":"Juwon Lee","orcid":"https://orcid.org/0000-0003-0213-6721"},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juwon Lee","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089501248","display_name":"Hyerin Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyerin Lee","raw_affiliation_strings":["Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Intelligent Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088609108","display_name":"Eojin Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eojin Kim","raw_affiliation_strings":["Chonnam National University,Dept. of Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132555589","display_name":"Minwoo Jeong","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minwoo Jeong","raw_affiliation_strings":["Chonnam National University,Dept. of Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5132552610","display_name":"Ujin Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ujin Choi","raw_affiliation_strings":["Chonnam National University,Dept. of Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5132630126","display_name":"Myoungjin Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I111277659","display_name":"Chonnam National University","ror":"https://ror.org/05kzjxq56","country_code":"KR","type":"education","lineage":["https://openalex.org/I111277659"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Myoungjin Lee","raw_affiliation_strings":["Chonnam National University,Dept. of Electronics and Computer Engineering,Gwangju,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chonnam National University,Dept. of Electronics and Computer Engineering,Gwangju,South Korea","institution_ids":["https://openalex.org/I111277659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":16,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4345944,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"001","last_page":"004"},"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":0.5795000195503235,"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":0.5795000195503235,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.1306000053882599,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.04879999905824661,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.7731000185012817},{"id":"https://openalex.org/keywords/dynamic-random-access-memory","display_name":"Dynamic random-access memory","score":0.6412000060081482},{"id":"https://openalex.org/keywords/leakage","display_name":"Leakage (economics)","score":0.4772000014781952},{"id":"https://openalex.org/keywords/random-access","display_name":"Random access","score":0.46799999475479126},{"id":"https://openalex.org/keywords/random-access-memory","display_name":"Random access memory","score":0.38690000772476196},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.37059998512268066}],"concepts":[{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.7731000185012817},{"id":"https://openalex.org/C118702147","wikidata":"https://www.wikidata.org/wiki/Q189396","display_name":"Dynamic random-access memory","level":3,"score":0.6412000060081482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5738999843597412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5210000276565552},{"id":"https://openalex.org/C2777042071","wikidata":"https://www.wikidata.org/wiki/Q6509304","display_name":"Leakage (economics)","level":2,"score":0.4772000014781952},{"id":"https://openalex.org/C101722063","wikidata":"https://www.wikidata.org/wiki/Q218825","display_name":"Random access","level":2,"score":0.46799999475479126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44279998540878296},{"id":"https://openalex.org/C2994168587","wikidata":"https://www.wikidata.org/wiki/Q5295","display_name":"Random access memory","level":2,"score":0.38690000772476196},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.37059998512268066},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.35589998960494995},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.33160001039505005},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.319599986076355},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.2994000017642975},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.25600001215934753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic68212.2026.11454318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic68212.2026.11454318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4046965442","display_name":null,"funder_award_id":"RS-2025-25398164","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W3116163105","https://openalex.org/W4388450985","https://openalex.org/W4394677098"],"related_works":[],"abstract_inverted_index":{"Accurate":[0],"prediction":[1,41],"of":[2],"leakage":[3,39,85],"current":[4,40],"is":[5],"essential":[6],"for":[7],"realizing":[8],"high-performance":[9],"Dynamic":[10],"Random":[11],"Access":[12],"Memory(DRAM).":[13],"However,":[14],"conventional":[15],"Technology":[16],"Computer-Aided":[17],"Design(TCAD)":[18],"simulations":[19],"involve":[20],"complex":[21],"computations,":[22],"resulting":[23],"in":[24,82],"high":[25],"time":[26],"and":[27,61,68],"cost":[28],"consumption.":[29],"To":[30],"overcome":[31],"these":[32],"limitations,":[33],"this":[34],"study":[35],"developed":[36],"a":[37,49],"DRAM":[38,84],"model":[42,77],"based":[43],"on":[44],"an":[45],"Artificial":[46],"Intelligence":[47],"model,":[48],"Machine":[50],"Learning":[51],"model.":[52],"TCAD":[53],"simulation":[54],"results":[55],"were":[56],"employed":[57],"as":[58],"training":[59],"data,":[60],"three":[62],"learning":[63],"algorithms":[64],"Broyden-Fletcher-Goldfarb-Shanno(BFGS),":[65],"Adam":[66],"optimizer":[67],"linear":[69,75],"regression-were":[70],"evaluated.":[71],"Among":[72],"them,":[73],"the":[74,79],"regression":[76],"demonstrated":[78],"best":[80],"performance":[81],"predicting":[83],"current.":[86]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-04-02T00:00:00"}