{"id":"https://openalex.org/W4403212304","doi":"https://doi.org/10.1109/icecet61485.2024.10698272","title":"Novel CMOS Circuit for Fuzzification: Implementing a Sigmoid Activation Function in Neural Networks","display_name":"Novel CMOS Circuit for Fuzzification: Implementing a Sigmoid Activation Function in Neural Networks","publication_year":2024,"publication_date":"2024-07-25","ids":{"openalex":"https://openalex.org/W4403212304","doi":"https://doi.org/10.1109/icecet61485.2024.10698272"},"language":"en","primary_location":{"id":"doi:10.1109/icecet61485.2024.10698272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet61485.2024.10698272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electrical, Computer and Energy Technologies (ICECET","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/A5022178915","display_name":"Hanane Sefraoui","orcid":"https://orcid.org/0000-0002-1876-8355"},"institutions":[{"id":"https://openalex.org/I4210108110","display_name":"Mohamed I University","ror":"https://ror.org/01ejxf797","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210108110"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hanane Sefraoui","raw_affiliation_strings":["Mohammed First University,Faculty of Sciences,Oujda,Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohammed First University,Faculty of Sciences,Oujda,Morocco","institution_ids":["https://openalex.org/I4210108110"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017300148","display_name":"Shuhei Amakawa","orcid":"https://orcid.org/0000-0002-1596-6604"},"institutions":[{"id":"https://openalex.org/I113306721","display_name":"Hiroshima University","ror":"https://ror.org/03t78wx29","country_code":"JP","type":"education","lineage":["https://openalex.org/I113306721"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shuhei Amakawa","raw_affiliation_strings":["Graduate School of Advanced Science and Engineering, Hiroshima University,Higashihiroshima,Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Advanced Science and Engineering, Hiroshima University,Higashihiroshima,Japan","institution_ids":["https://openalex.org/I113306721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005776309","display_name":"Abdechafik Derkaoui","orcid":"https://orcid.org/0009-0006-2636-9684"},"institutions":[{"id":"https://openalex.org/I4210108110","display_name":"Mohamed I University","ror":"https://ror.org/01ejxf797","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210108110"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdechafik Derkaoui","raw_affiliation_strings":["Mohammed First University,Faculty of Sciences,Oujda,Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohammed First University,Faculty of Sciences,Oujda,Morocco","institution_ids":["https://openalex.org/I4210108110"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055845981","display_name":"Abdelhak Ziyyat","orcid":"https://orcid.org/0000-0002-3171-3404"},"institutions":[{"id":"https://openalex.org/I4210108110","display_name":"Mohamed I University","ror":"https://ror.org/01ejxf797","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210108110"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelhak Ziyyat","raw_affiliation_strings":["Mohammed First University,Faculty of Sciences,Oujda,Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohammed First University,Faculty of Sciences,Oujda,Morocco","institution_ids":["https://openalex.org/I4210108110"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9164,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79629376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"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/T10320","display_name":"Neural Networks and Applications","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/sigmoid-function","display_name":"Sigmoid function","score":0.847630500793457},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.763455867767334},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.6053655743598938},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6000734567642212},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5969722270965576},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.48970821499824524},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.47907572984695435},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4704795181751251},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4515704810619354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40528392791748047},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.2323007881641388},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14888790249824524},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.05943012237548828}],"concepts":[{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.847630500793457},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.763455867767334},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.6053655743598938},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6000734567642212},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5969722270965576},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.48970821499824524},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.47907572984695435},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4704795181751251},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4515704810619354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40528392791748047},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2323007881641388},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14888790249824524},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.05943012237548828},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet61485.2024.10698272","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet61485.2024.10698272","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electrical, Computer and Energy Technologies (ICECET","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1749999416","https://openalex.org/W1986366654","https://openalex.org/W2002588635","https://openalex.org/W2019399300","https://openalex.org/W2050488703","https://openalex.org/W2074340871","https://openalex.org/W2076404310","https://openalex.org/W2094621017","https://openalex.org/W2108151997","https://openalex.org/W2115255712","https://openalex.org/W2157081741","https://openalex.org/W2160025844","https://openalex.org/W2538550296","https://openalex.org/W2737096304","https://openalex.org/W2792529138","https://openalex.org/W3156580923","https://openalex.org/W3204490720","https://openalex.org/W4230846333"],"related_works":["https://openalex.org/W3024979424","https://openalex.org/W4283785902","https://openalex.org/W3032499992","https://openalex.org/W2041004593","https://openalex.org/W3134817226","https://openalex.org/W2895192346","https://openalex.org/W3110577345","https://openalex.org/W3136579697","https://openalex.org/W2811324119","https://openalex.org/W2972716318"],"abstract_inverted_index":{"This":[0,62,123],"paper":[1],"introduces":[2],"a":[3,17,115,126],"novel":[4],"circuit":[5,89],"design":[6],"based":[7],"on":[8,32],"current-mode":[9],"principles,":[10],"tailored":[11],"for":[12,129],"the":[13,42,48,51,55,70,87,91],"hardware":[14],"implementation":[15],"of":[16,72,86,118],"programmable":[18],"analog":[19],"Membership":[20,73],"Function":[21],"Circuit":[22],"(MFC)":[23],"Sigmoid":[24],"function.":[25,45],"It":[26],"is":[27,64],"simple":[28],"CMOS":[29,98],"compatible,":[30],"operates":[31],"voltage":[33,117],"signals,":[34],"and":[35],"delivers":[36],"an":[37],"output":[38],"current":[39],"corresponding":[40],"to":[41],"desired":[43],"activation":[44],"By":[46],"adjusting":[47],"reference":[49],"voltage,":[50],"inflection":[52],"point":[53],"in":[54,68,90,132],"sigmoid":[56],"function":[57],"can":[58],"be":[59],"conveniently":[60],"modified.":[61],"structure":[63],"also":[65],"general":[66],"purpose":[67],"tuning":[69],"slope":[71],"Functions":[74],"(MFs)":[75],"using":[76,94],"scaled":[77],"transistors":[78],"with":[79,100,114],"different":[80],"<tex":[81,95,110,119],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[82,96,111,120],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\frac{W}{L}$</tex>":[83],"ratios.":[84],"Simulation":[85],"proposed":[88],"LTspice":[92],"software":[93],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$45nm$</tex>":[97],"technology,":[99],"level":[101],"54":[102],"parameters,":[103],"indicates":[104],"low":[105],"power":[106],"dissipation,":[107],"measuring":[108],"at":[109],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$12\\mu":[112],"W$</tex>":[113],"supply":[116],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\pm":[121],"1.1V$</tex>.":[122],"proposal":[124],"represents":[125],"significant":[127],"advancement":[128],"potential":[130],"applications":[131],"neural":[133],"networks.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
