{"id":"https://openalex.org/W2968662821","doi":"https://doi.org/10.1109/smacd.2019.8795232","title":"Self-improvement of OPAmp parameters using Q-Learning","display_name":"Self-improvement of OPAmp parameters using Q-Learning","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2968662821","doi":"https://doi.org/10.1109/smacd.2019.8795232","mag":"2968662821"},"language":"en","primary_location":{"id":"doi:10.1109/smacd.2019.8795232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smacd.2019.8795232","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/A5054795734","display_name":"Nobukazu Takai","orcid":null},"institutions":[{"id":"https://openalex.org/I165735259","display_name":"Gunma University","ror":"https://ror.org/046fm7598","country_code":"JP","type":"education","lineage":["https://openalex.org/I165735259"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Nobukazu Takai","raw_affiliation_strings":["Faculty of Science and Technology, Gunma University, Gunma, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Gunma University, Gunma, Japan","institution_ids":["https://openalex.org/I165735259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061952553","display_name":"Masafumi Fukuda","orcid":"https://orcid.org/0000-0001-6649-0610"},"institutions":[{"id":"https://openalex.org/I258063972","display_name":"Kiryu University","ror":"https://ror.org/02snehe53","country_code":"JP","type":"education","lineage":["https://openalex.org/I258063972"]},{"id":"https://openalex.org/I165735259","display_name":"Gunma University","ror":"https://ror.org/046fm7598","country_code":"JP","type":"education","lineage":["https://openalex.org/I165735259"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masafumi Fukuda","raw_affiliation_strings":["Faculty of Science and Technology, Gunma University, Kiryu, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Gunma University, Kiryu, Japan","institution_ids":["https://openalex.org/I258063972","https://openalex.org/I165735259"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017973834","display_name":"Masahiro Saruta","orcid":null},"institutions":[{"id":"https://openalex.org/I258063972","display_name":"Kiryu University","ror":"https://ror.org/02snehe53","country_code":"JP","type":"education","lineage":["https://openalex.org/I258063972"]},{"id":"https://openalex.org/I165735259","display_name":"Gunma University","ror":"https://ror.org/046fm7598","country_code":"JP","type":"education","lineage":["https://openalex.org/I165735259"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahiro Saruta","raw_affiliation_strings":["Faculty of Science and Technology, Gunma University, Kiryu, Japan"],"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Gunma University, Kiryu, Japan","institution_ids":["https://openalex.org/I258063972","https://openalex.org/I165735259"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054795734"],"corresponding_institution_ids":["https://openalex.org/I165735259"],"apc_list":null,"apc_paid":null,"fwci":0.1192,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.45765772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"293","last_page":"296"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9995999932289124,"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"}},"topics":[{"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/T11338","display_name":"Advancements in Photolithography Techniques","score":0.9937000274658203,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9932000041007996,"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/operational-amplifier","display_name":"Operational amplifier","score":0.6585172414779663},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5352367162704468},{"id":"https://openalex.org/keywords/amplifier","display_name":"Amplifier","score":0.10112392902374268},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.0968533456325531},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06367626786231995}],"concepts":[{"id":"https://openalex.org/C145366948","wikidata":"https://www.wikidata.org/wiki/Q178947","display_name":"Operational amplifier","level":4,"score":0.6585172414779663},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5352367162704468},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.10112392902374268},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0968533456325531},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06367626786231995}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smacd.2019.8795232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smacd.2019.8795232","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1596397710","https://openalex.org/W1994218207","https://openalex.org/W1995911515","https://openalex.org/W2106476087","https://openalex.org/W2120889849","https://openalex.org/W2141374207","https://openalex.org/W2505156150","https://openalex.org/W4253023236","https://openalex.org/W6635796683"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Q-Learning":[0],"is":[1,51],"one":[2],"of":[3,29,33],"the":[4,40,43,61],"best":[5],"ways":[6],"to":[7],"find":[8],"action":[9],"in":[10],"certain":[11],"situations":[12],"through":[13],"trials":[14],"and":[15,48,68],"errors.":[16],"In":[17,39],"this":[18],"paper,":[19],"we":[20,58],"propose":[21],"a":[22,34],"novel":[23],"method":[24],"that":[25,60],"finds":[26],"element":[27],"values":[28],"OPAmp":[30],"satisfying":[31],"specifications":[32],"target":[35],"circuit":[36,65],"using":[37],"Q-learning.":[38,54],"proposed":[41],"method,":[42],"relationship":[44],"between":[45],"\u201celement":[46],"value\u201d":[47],"\u201ccircuit":[49],"characteristic\u201d":[50],"learned":[52,64],"by":[53],"From":[55],"simulation":[56],"results,":[57],"confirmed":[59],"computer":[62],"itself":[63],"design":[66,70],"procedure,":[67],"autonomous":[69],"became":[71],"possible.":[72]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
