{"id":"https://openalex.org/W2969161917","doi":"https://doi.org/10.1109/smacd.2019.8795293","title":"Artificial Neural Network Assisted Analog IC Sizing Tool","display_name":"Artificial Neural Network Assisted Analog IC Sizing Tool","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2969161917","doi":"https://doi.org/10.1109/smacd.2019.8795293","mag":"2969161917"},"language":"en","primary_location":{"id":"doi:10.1109/smacd.2019.8795293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smacd.2019.8795293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 16th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD)","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/A5073926165","display_name":"Gamze \u0130slamo\u011flu","orcid":"https://orcid.org/0000-0002-5129-1691"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Gamze \u0130slamo\u011flu","raw_affiliation_strings":["Bogazici University","Department of Electrical and Electronics Engineering, Bogazici University"],"affiliations":[{"raw_affiliation_string":"Bogazici University","institution_ids":["https://openalex.org/I4405392"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bogazici University","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043790134","display_name":"Tu\u011fberk O\u011fulcan \u00c7ak\u0131c\u0131","orcid":null},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tu\u011fberk O\u011fulcan \u00c7akici","raw_affiliation_strings":["Bogazici University","Department of Electrical and Electronics Engineering, Bogazici University"],"affiliations":[{"raw_affiliation_string":"Bogazici University","institution_ids":["https://openalex.org/I4405392"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bogazici University","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048055344","display_name":"Eng\u00edn Afacan","orcid":"https://orcid.org/0000-0002-1581-3894"},"institutions":[{"id":"https://openalex.org/I51826884","display_name":"Kocaeli \u00dcniversitesi","ror":"https://ror.org/0411seq30","country_code":"TR","type":"education","lineage":["https://openalex.org/I51826884"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Engin Afacan","raw_affiliation_strings":["Kocaeli University","Department of Electronics and Communications Engineering, Kocaeli University"],"affiliations":[{"raw_affiliation_string":"Kocaeli University","institution_ids":["https://openalex.org/I51826884"]},{"raw_affiliation_string":"Department of Electronics and Communications Engineering, Kocaeli University","institution_ids":["https://openalex.org/I51826884"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052669741","display_name":"G\u00fcnhan D\u00fcndar","orcid":"https://orcid.org/0000-0003-2044-2706"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"G\u00fcnhan D\u00fcndar","raw_affiliation_strings":["Bogazici University","Department of Electrical and Electronics Engineering, Bogazici University"],"affiliations":[{"raw_affiliation_string":"Bogazici University","institution_ids":["https://openalex.org/I4405392"]},{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bogazici University","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073926165"],"corresponding_institution_ids":["https://openalex.org/I4405392"],"apc_list":null,"apc_paid":null,"fwci":1.8171,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.85764971,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","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/T11522","display_name":"VLSI and FPGA Design Techniques","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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9961000084877014,"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":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.7658523321151733},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7346504330635071},{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.6792422533035278},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5560523271560669},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3110329508781433},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0781354010105133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7658523321151733},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7346504330635071},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.6792422533035278},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5560523271560669},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3110329508781433},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0781354010105133},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/smacd.2019.8795293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smacd.2019.8795293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 16th International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design (SMACD)","raw_type":"proceedings-article"},{"id":"pmh:08241537-0355-49bc-b10d-7dda24b67531","is_oa":false,"landing_page_url":"https://avesis.kocaeli.edu.tr/publication/details/08241537-0355-49bc-b10d-7dda24b67531/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055291","display_name":"Kocaeli \u00dcniversitesi - AVES\u0130S","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"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/W1585939719","https://openalex.org/W1603860135","https://openalex.org/W1994218207","https://openalex.org/W1997150254","https://openalex.org/W1999357165","https://openalex.org/W2085830763","https://openalex.org/W2106561609","https://openalex.org/W2120889849","https://openalex.org/W2125899728","https://openalex.org/W2141776905","https://openalex.org/W2144133630","https://openalex.org/W2147849504","https://openalex.org/W2165666706"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2375311683","https://openalex.org/W2366062860","https://openalex.org/W2373777250","https://openalex.org/W2353956655","https://openalex.org/W2020653254","https://openalex.org/W2010454064","https://openalex.org/W2352072014","https://openalex.org/W217279133","https://openalex.org/W2393487946"],"abstract_inverted_index":{"Some":[0],"recent":[1],"analog":[2],"CAD":[3],"tools":[4],"include":[5],"simulation-based":[6,54],"circuit":[7,16,42,55],"synthesizers":[8],"that":[9],"use":[10,36],"evolutionary":[11],"algorithms":[12],"to":[13,27,40,73,90,95],"find":[14],"optimal":[15],"sizes.":[17],"One":[18],"important":[19],"problem":[20],"is":[21,84],"the":[22,35,57,79,106],"long":[23],"execution":[24,49,99],"time":[25,50,100],"due":[26],"high":[28],"number":[29],"of":[30,37,45],"simulations.":[31],"This":[32],"paper":[33],"suggests":[34],"neural":[38,76,88],"networks":[39,77,89],"determine":[41],"performance":[43,92],"instead":[44],"simulations,":[46],"which":[47],"reduces":[48],"significantly.":[51],"In":[52],"our":[53],"synthesizer,":[56],"data":[58],"produced":[59],"by":[60,87],"preceding":[61],"generations":[62],"are":[63,71],"not":[64],"discarded":[65],"as":[66],"in":[67,98],"conventional":[68],"algorithms;":[69],"they":[70],"used":[72],"train":[74],"artificial":[75],"inside":[78],"optimization":[80],"loop.":[81],"The":[82],"simulator":[83],"then":[85],"replaced":[86],"estimate":[91],"parameters.":[93],"Up":[94],"64.8%":[96],"reduction":[97],"(2.8x":[101],"speed-up)":[102],"was":[103],"obtained":[104],"with":[105],"proposed":[107],"method.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
