{"id":"https://openalex.org/W4401568777","doi":"https://doi.org/10.23919/date58400.2024.10546835","title":"Trans-Net: Knowledge-Transferring Analog Circuit Optimizer with a Netlist-Based Circuit Representation","display_name":"Trans-Net: Knowledge-Transferring Analog Circuit Optimizer with a Netlist-Based Circuit Representation","publication_year":2024,"publication_date":"2024-03-25","ids":{"openalex":"https://openalex.org/W4401568777","doi":"https://doi.org/10.23919/date58400.2024.10546835"},"language":"en","primary_location":{"id":"doi:10.23919/date58400.2024.10546835","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date58400.2024.10546835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)","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/A5100726310","display_name":"Ho\u2010Jin Lee","orcid":"https://orcid.org/0000-0001-8638-2000"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Ho-Jin Lee","raw_affiliation_strings":["Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011741776","display_name":"Kyeong-Jun Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyeong-Jun Lee","raw_affiliation_strings":["Pohang University of Science and Technology,Department of Convergence IT Engineering,Pohang,Republic of Korea","Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Pohang University of Science and Technology,Department of Convergence IT Engineering,Pohang,Republic of Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088408990","display_name":"Youngchang Choi","orcid":"https://orcid.org/0000-0003-4856-182X"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngchang Choi","raw_affiliation_strings":["Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004278314","display_name":"Kyongsu Lee","orcid":"https://orcid.org/0000-0002-0534-6452"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyongsu Lee","raw_affiliation_strings":["Pohang University of Science and Technology,Department of Convergence IT Engineering,Pohang,Republic of Korea","Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Pohang University of Science and Technology,Department of Convergence IT Engineering,Pohang,Republic of Korea","institution_ids":["https://openalex.org/I123900574"]},{"raw_affiliation_string":"Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044543389","display_name":"Seokhyeong Kang","orcid":"https://orcid.org/0000-0003-3015-1806"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seokhyeong Kang","raw_affiliation_strings":["Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033088278","display_name":"Jae\u2010Yoon Sim","orcid":"https://orcid.org/0000-0003-1814-6211"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jae-Yoon Sim","raw_affiliation_strings":["Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Pohang University of Science and Technology,Department of Electrical Engineering,Pohang,Republic of Korea","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100726310"],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":null,"apc_paid":null,"fwci":1.3347,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80845855,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9995999932289124,"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":0.9991999864578247,"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/netlist","display_name":"Netlist","score":0.9883624315261841},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6873126029968262},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6348962187767029},{"id":"https://openalex.org/keywords/circuit-extraction","display_name":"Circuit extraction","score":0.572782039642334},{"id":"https://openalex.org/keywords/equivalent-circuit","display_name":"Equivalent circuit","score":0.20561069250106812},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.20348408818244934},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19288519024848938},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12222152948379517},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.104554682970047}],"concepts":[{"id":"https://openalex.org/C177650935","wikidata":"https://www.wikidata.org/wiki/Q1760303","display_name":"Netlist","level":2,"score":0.9883624315261841},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6873126029968262},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6348962187767029},{"id":"https://openalex.org/C26490066","wikidata":"https://www.wikidata.org/wiki/Q17006835","display_name":"Circuit extraction","level":4,"score":0.572782039642334},{"id":"https://openalex.org/C23572009","wikidata":"https://www.wikidata.org/wiki/Q964981","display_name":"Equivalent circuit","level":3,"score":0.20561069250106812},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.20348408818244934},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19288519024848938},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12222152948379517},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.104554682970047},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date58400.2024.10546835","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date58400.2024.10546835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Design, Automation & Test in Europe Conference & Exhibition (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4292182797","https://openalex.org/W4285047337","https://openalex.org/W2053072356","https://openalex.org/W4246262701","https://openalex.org/W2044303612","https://openalex.org/W2532989920","https://openalex.org/W1491101179","https://openalex.org/W2304374807","https://openalex.org/W3216447180","https://openalex.org/W2348452903"],"abstract_inverted_index":{"Finding":[0],"an":[1,51,114],"optimal":[2],"point":[3],"in":[4,31],"the":[5,41,56,82,101,105,123,141],"design":[6],"space":[7],"of":[8,29,47,55,63,69,103,107,121],"analog":[9,32,115,152],"circuits":[10,33,128,158],"requires":[11],"a":[12,70,77,136,160],"substantial":[13],"time-consuming":[14],"effort":[15],"even":[16],"for":[17,61],"skillful":[18],"circuit":[19,71,84,97,116,137,142,153,170],"designers.":[20],"There":[21],"have":[22],"been":[23],"extensive":[24],"studies":[25],"on":[26,35,167],"automated":[27],"sizing":[28],"transistors":[30],"based":[34],"machine":[36],"learning":[37,74],"(ML)":[38],"algorithms.":[39],"However,":[40,89],"previous":[42],"approaches":[43],"suffer":[44],"from":[45,147],"lack":[46],"expandability":[48],"and":[49],"necessitate":[50],"inevitable":[52],"retraining":[53],"process":[54,87,133,175],"given":[57],"model":[58],"to":[59,95,100],"apply":[60],"optimization":[62],"different":[64,86,96,127,132,169,174],"circuits.":[65],"The":[66,150],"graph-based":[67],"representation":[68,138],"with":[72,85,135],"reinforcement":[73],"(RL)":[75],"achieved":[76],"knowledge":[78,124],"transfer":[79,125],"when":[80],"optimizing":[81],"same":[83],"technologies.":[88,176],"it":[90],"can":[91],"be":[92],"hardly":[93],"applied":[94],"topologies":[98,171],"due":[99],"failure":[102],"generalizing":[104],"training":[106],"RL":[108],"agent.":[109],"This":[110],"paper":[111],"introduces":[112],"Trans-Net,":[113],"optimizer":[117,154],"that":[118,139],"is":[119],"capable":[120],"supporting":[122],"across":[126,172],"as":[129,131],"well":[130],"technologies":[134],"defines":[140],"topology":[143],"by":[144],"one-to-one":[145],"mapping":[146],"SPICE":[148],"netlist.":[149],"proposed":[151],"successfully":[155],"supports":[156],"multiple":[157],"within":[159],"single":[161],"ML":[162],"model,":[163],"showcasing":[164],"its":[165],"effectiveness":[166],"five":[168],"three":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}