{"id":"https://openalex.org/W2942505187","doi":"https://doi.org/10.1109/iscas.2019.8702466","title":"Neural Models of Ferrite Inductors Non-Linear Behavior","display_name":"Neural Models of Ferrite Inductors Non-Linear Behavior","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2942505187","doi":"https://doi.org/10.1109/iscas.2019.8702466","mag":"2942505187"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2019.8702466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5048165504","display_name":"Pietro Burrascano","orcid":"https://orcid.org/0000-0003-4094-7621"},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pietro Burrascano","raw_affiliation_strings":["Department of Engineering, University of Perugia, Terni, ITALY"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Perugia, Terni, ITALY","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032351867","display_name":"Giulia Di Capua","orcid":"https://orcid.org/0000-0002-3786-6751"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giulia Di Capua","raw_affiliation_strings":["DIEM \u2013 University of Salerno, University of Salerno, Fisciano, (SA), ITALY"],"affiliations":[{"raw_affiliation_string":"DIEM \u2013 University of Salerno, University of Salerno, Fisciano, (SA), ITALY","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090806401","display_name":"Stefano Laureti","orcid":"https://orcid.org/0000-0002-7283-2004"},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Laureti","raw_affiliation_strings":["Department of Engineering, University of Perugia, Terni, ITALY"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Perugia, Terni, ITALY","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078617604","display_name":"Marco Ricci","orcid":"https://orcid.org/0000-0003-1938-1758"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Ricci","raw_affiliation_strings":["DIMES, University of Calabria, Rende, (CS), ITALY"],"affiliations":[{"raw_affiliation_string":"DIMES, University of Calabria, Rende, (CS), ITALY","institution_ids":["https://openalex.org/I45204951"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048165504"],"corresponding_institution_ids":["https://openalex.org/I27483092"],"apc_list":null,"apc_paid":null,"fwci":0.6584,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.63376354,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11222","display_name":"Magnetic Properties and Applications","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11222","display_name":"Magnetic Properties and Applications","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T11853","display_name":"Semiconductor materials and interfaces","score":0.9804999828338623,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inductor","display_name":"Inductor","score":0.8294050693511963},{"id":"https://openalex.org/keywords/ferrite-core","display_name":"Ferrite core","score":0.7526000738143921},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6566907167434692},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5131309628486633},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.5058519840240479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4978806972503662},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.478153795003891},{"id":"https://openalex.org/keywords/saturation","display_name":"Saturation (graph theory)","score":0.4658689498901367},{"id":"https://openalex.org/keywords/ferrite","display_name":"Ferrite (magnet)","score":0.4519403576850891},{"id":"https://openalex.org/keywords/power-density","display_name":"Power density","score":0.42982080578804016},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.42014622688293457},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4102702736854553},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.26109999418258667},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24296963214874268},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2396189272403717},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17351481318473816},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17096248269081116},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1557655930519104},{"id":"https://openalex.org/keywords/electromagnetic-coil","display_name":"Electromagnetic coil","score":0.13188576698303223}],"concepts":[{"id":"https://openalex.org/C144534570","wikidata":"https://www.wikidata.org/wiki/Q5325","display_name":"Inductor","level":3,"score":0.8294050693511963},{"id":"https://openalex.org/C190024692","wikidata":"https://www.wikidata.org/wiki/Q5254252","display_name":"Ferrite core","level":3,"score":0.7526000738143921},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6566907167434692},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5131309628486633},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.5058519840240479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4978806972503662},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.478153795003891},{"id":"https://openalex.org/C9930424","wikidata":"https://www.wikidata.org/wiki/Q7426587","display_name":"Saturation (graph theory)","level":2,"score":0.4658689498901367},{"id":"https://openalex.org/C37210646","wikidata":"https://www.wikidata.org/wiki/Q5105088","display_name":"Ferrite (magnet)","level":2,"score":0.4519403576850891},{"id":"https://openalex.org/C21881925","wikidata":"https://www.wikidata.org/wiki/Q3503313","display_name":"Power density","level":3,"score":0.42982080578804016},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.42014622688293457},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4102702736854553},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24296963214874268},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2396189272403717},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17351481318473816},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17096248269081116},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1557655930519104},{"id":"https://openalex.org/C30403606","wikidata":"https://www.wikidata.org/wiki/Q2981904","display_name":"Electromagnetic coil","level":2,"score":0.13188576698303223},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas.2019.8702466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702466","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.4399999976158142,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324133","display_name":"Universit\u00e0 degli Studi di Salerno","ror":"https://ror.org/0192m2k53"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1988115241","https://openalex.org/W2058282529","https://openalex.org/W2064065424","https://openalex.org/W2102065280","https://openalex.org/W2103496339","https://openalex.org/W2137983211","https://openalex.org/W2161388792","https://openalex.org/W2165758113","https://openalex.org/W2166817728","https://openalex.org/W2170120132","https://openalex.org/W2171071676","https://openalex.org/W2272300165","https://openalex.org/W2289252105","https://openalex.org/W2496126447","https://openalex.org/W2512673700","https://openalex.org/W2546734006","https://openalex.org/W2582789808","https://openalex.org/W2626648165","https://openalex.org/W2735901688","https://openalex.org/W2770055910","https://openalex.org/W2884675507","https://openalex.org/W2885343841","https://openalex.org/W2913823822","https://openalex.org/W2951603627","https://openalex.org/W2962949934","https://openalex.org/W2964184826","https://openalex.org/W3146803896","https://openalex.org/W6665118929","https://openalex.org/W6683595889","https://openalex.org/W6685270625","https://openalex.org/W6693859313","https://openalex.org/W6723731493","https://openalex.org/W6745855304"],"related_works":["https://openalex.org/W2161265518","https://openalex.org/W2329351799","https://openalex.org/W7278315","https://openalex.org/W4200520374","https://openalex.org/W2970921827","https://openalex.org/W2129980735","https://openalex.org/W2148598839","https://openalex.org/W3084395532","https://openalex.org/W1947495772","https://openalex.org/W2540872505"],"abstract_inverted_index":{"Recent":[0],"studies":[1],"proved":[2],"that":[3],"Ferrite":[4],"Core":[5],"(FC)":[6],"power":[7,20,24,138,154],"inductors":[8,44,139,155,185],"working":[9],"in":[10,59,83,86,186],"sustainable":[11],"saturation":[12,29,63,143],"conditions":[13],"can":[14,53],"enable":[15],"the":[16,28,111,125,134,161,164,173,177,181,187],"achievement":[17],"of":[18,31,41,55,61,69,102,127,136,163,175,179,184,190],"switch-mode":[19],"supplies":[21],"with":[22],"high":[23],"density":[25],"levels.":[26,145],"Since":[27],"characteristic":[30,183],"these":[32],"magnetic":[33],"components":[34],"is":[35],"strongly":[36],"non-linear,":[37],"mathematical":[38],"models":[39],"capable":[40],"representing":[42],"FC":[43,137,153],"non-linear":[45,74,118,182],"behavior":[46,135],"are":[47,67],"extremely":[48],"valuable.":[49],"This":[50],"modelling":[51,180],"problem":[52,178],"be":[54,91],"considerable":[56],"complexity,":[57],"especially":[58],"case":[60],"sharp":[62],"profiles.":[64],"Neural":[65],"networks":[66],"structures":[68],"extreme":[70],"topological":[71,104],"flexibility,":[72],"intrinsically":[73],"and":[75,85],"able":[76],"to":[77,90,109,113,132,141],"operate":[78],"on":[79,151],"multi-dimensional":[80,117],"data":[81],"both":[82],"input":[84],"output.":[87],"Their":[88],"ability":[89],"universal":[92],"approximators":[93],"has":[94,106,148],"also":[95],"been":[96,107,149],"proved,":[97],"since":[98],"a":[99,128],"neural":[100,130,166],"structure":[101],"adequate":[103],"characteristics":[105],"shown":[108],"have":[110],"potential":[112],"well":[114],"approximate":[115],"any":[116],"function.":[119],"In":[120],"this":[121],"paper,":[122],"we":[123],"propose":[124],"use":[126],"feedforward":[129],"model":[131],"represent":[133],"up":[140,172],"deep":[142,191],"current":[144],"The":[146,168],"technique":[147],"verified":[150],"commercial":[152],"via":[156],"numerical":[157],"simulations,":[158],"thus":[159],"allowing":[160],"validation":[162],"proposed":[165],"model.":[167],"results":[169],"obtained":[170],"open":[171],"possibility":[174],"including":[176],"great":[188],"field":[189],"learning":[192],"research.":[193]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-23T23:15:26.331081","created_date":"2025-10-10T00:00:00"}