{"id":"https://openalex.org/W4396949105","doi":"https://doi.org/10.1109/irps48228.2024.10529340","title":"Deep Learning-Assisted Trap Extraction Method from Noise Power Spectral Density for MOSFETs","display_name":"Deep Learning-Assisted Trap Extraction Method from Noise Power Spectral Density for MOSFETs","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4396949105","doi":"https://doi.org/10.1109/irps48228.2024.10529340"},"language":"en","primary_location":{"id":"doi:10.1109/irps48228.2024.10529340","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/irps48228.2024.10529340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Reliability Physics Symposium (IRPS)","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/A5100568490","display_name":"Jinghan Xu","orcid":"https://orcid.org/0000-0003-4036-1241"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinghan Xu","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China,100871"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China,100871","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108670530","display_name":"Zheng Zhou","orcid":"https://orcid.org/0009-0001-3981-6328"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhou","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China,100871"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China,100871","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013019188","display_name":"Mengqi Fan","orcid":"https://orcid.org/0000-0001-9140-7719"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengqi Fan","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China,100871"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China,100871","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022461285","display_name":"Zixuan Sun","orcid":"https://orcid.org/0000-0002-8257-5531"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixuan Sun","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China,100871"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China,100871","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120218380","display_name":"Shuhan Wang","orcid":"https://orcid.org/0000-0002-6562-3351"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuhan Wang","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China,100871"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China,100871","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054257928","display_name":"Zili Tang","orcid":"https://orcid.org/0009-0006-1999-6751"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zili Tang","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China,100871"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China,100871","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104118024","display_name":"Fei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Liu","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China,100871"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China,100871","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115592519","display_name":"Xiaoyan Liu","orcid":"https://orcid.org/0000-0003-2463-5695"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Liu","raw_affiliation_strings":["School of Integrated Circuits, Peking University,Beijing,China,100871"],"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University,Beijing,China,100871","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100568490"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":0.4439,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60510825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9930999875068665,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9930999875068665,"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/T12495","display_name":"Electrostatic Discharge in Electronics","score":0.9797999858856201,"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":0.9758999943733215,"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/trap","display_name":"Trap (plumbing)","score":0.6966354846954346},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.6292684078216553},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6003336310386658},{"id":"https://openalex.org/keywords/spectral-density","display_name":"Spectral density","score":0.539156436920166},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49536168575286865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42508402466773987},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.41594937443733215},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4069952368736267},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.40327078104019165},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16719236969947815},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13015425205230713},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11316448450088501},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10654360055923462},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.07837635278701782}],"concepts":[{"id":"https://openalex.org/C121099081","wikidata":"https://www.wikidata.org/wiki/Q665580","display_name":"Trap (plumbing)","level":2,"score":0.6966354846954346},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.6292684078216553},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6003336310386658},{"id":"https://openalex.org/C168110828","wikidata":"https://www.wikidata.org/wiki/Q1331626","display_name":"Spectral density","level":2,"score":0.539156436920166},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49536168575286865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42508402466773987},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.41594937443733215},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4069952368736267},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.40327078104019165},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16719236969947815},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13015425205230713},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11316448450088501},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10654360055923462},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.07837635278701782},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/irps48228.2024.10529340","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/irps48228.2024.10529340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Reliability Physics Symposium (IRPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1109135229","display_name":null,"funder_award_id":"92364104,T2293703,T2293700","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4650509483","display_name":null,"funder_award_id":"2022YFB4401704","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2044240919","https://openalex.org/W2061046603","https://openalex.org/W2067855620","https://openalex.org/W2072660350","https://openalex.org/W2134801377","https://openalex.org/W2144354855","https://openalex.org/W2147800946","https://openalex.org/W2515310493","https://openalex.org/W2565639579","https://openalex.org/W3091933103","https://openalex.org/W3092618035","https://openalex.org/W3194971064","https://openalex.org/W4391771039","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2199813689","https://openalex.org/W4252447916","https://openalex.org/W2369033613","https://openalex.org/W2511880725","https://openalex.org/W2390226751","https://openalex.org/W2904116937","https://openalex.org/W2592098988","https://openalex.org/W1849638103","https://openalex.org/W284217049","https://openalex.org/W2552467349"],"abstract_inverted_index":{"A":[0],"novel":[1],"Deep":[2],"Learning":[3],"(DL)-Assisted":[4],"Trap":[5],"Extraction":[6],"method":[7,25,84],"is":[8,85],"proposed":[9],"to":[10,87],"extract":[11],"trap":[12,60,95],"spatial":[13],"and":[14,42,70,91],"energetic":[15],"distribution":[16],"from":[17],"the":[18,71,79,83,94],"noise":[19,74],"power":[20],"spectral":[21],"density":[22],"(PSD).":[23],"The":[24],"comprises":[26],"two":[27],"steps:":[28],"1)":[29],"rough":[30],"extraction":[31,61],"using":[32,45],"a":[33,63,88],"customized":[34],"multi-scale":[35],"receptive":[36],"fields":[37],"Convolutional":[38],"Neural":[39],"Network":[40],"(CNN)":[41],"2)":[43],"refinement":[44],"Backpropagation":[46],"Optimization":[47],"(BO)":[48],"network":[49],"based":[50],"on":[51],"Gradient":[52],"Descent":[53],"(GD).":[54],"This":[55],"automated":[56],"approach":[57],"achieves":[58],"precise":[59],"with":[62,78],"mean":[64],"difference":[65],"as":[66,68],"low":[67],"1.5x,":[69],"extracted":[72],"traps'":[73],"PSD":[75],"matches":[76],"well":[77],"original":[80],"PSD.":[81],"Finally,":[82],"applied":[86],"practical":[89],"case,":[90],"successfully":[92],"extracts":[93],"distribution.":[96]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
