{"id":"https://openalex.org/W3201817668","doi":"https://doi.org/10.1109/ijcnn52387.2021.9534253","title":"Training Ensembles of Quantum Binary Neural Networks","display_name":"Training Ensembles of Quantum Binary Neural Networks","publication_year":2021,"publication_date":"2021-07-18","ids":{"openalex":"https://openalex.org/W3201817668","doi":"https://doi.org/10.1109/ijcnn52387.2021.9534253","mag":"3201817668"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn52387.2021.9534253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn52387.2021.9534253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Joint Conference on Neural Networks (IJCNN)","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/A5113082786","display_name":"Daivid V. Leal","orcid":null},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Daivid Leal","raw_affiliation_strings":["Universidade Federal Rural de Pernambuco,Departamento de Computa\u00e7\u00e3o,Recife,Pernambuco"],"affiliations":[{"raw_affiliation_string":"Universidade Federal Rural de Pernambuco,Departamento de Computa\u00e7\u00e3o,Recife,Pernambuco","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103150443","display_name":"Tiago de Lima","orcid":"https://orcid.org/0000-0003-4454-1127"},"institutions":[{"id":"https://openalex.org/I62921916","display_name":"Universidade Federal Rural de Pernambuco","ror":"https://ror.org/02ksmb993","country_code":"BR","type":"education","lineage":["https://openalex.org/I62921916"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tiago De Lima","raw_affiliation_strings":["Universidade Federal Rural de Pernambuco,Departamento de Computa\u00e7\u00e3o,Recife,Pernambuco"],"affiliations":[{"raw_affiliation_string":"Universidade Federal Rural de Pernambuco,Departamento de Computa\u00e7\u00e3o,Recife,Pernambuco","institution_ids":["https://openalex.org/I62921916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039511096","display_name":"Adenilton J. da Silva","orcid":"https://orcid.org/0000-0003-0019-7694"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adenilton J. Da Silva","raw_affiliation_strings":["Centro de Inform&#x00E1;tica, Universidade Federal de Pernambuco,Recife,Pernambuco"],"affiliations":[{"raw_affiliation_string":"Centro de Inform&#x00E1;tica, Universidade Federal de Pernambuco,Recife,Pernambuco","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5113082786"],"corresponding_institution_ids":["https://openalex.org/I62921916"],"apc_list":null,"apc_paid":null,"fwci":0.4079,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69043689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998999834060669,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9921000003814697,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.9914000034332275,"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/initialization","display_name":"Initialization","score":0.8304115533828735},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7580931782722473},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.733295202255249},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6103647947311401},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.6017149090766907},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5528863072395325},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4702058434486389},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.4208831489086151},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41606220602989197},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13008281588554382},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0880451500415802}],"concepts":[{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.8304115533828735},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7580931782722473},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.733295202255249},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6103647947311401},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.6017149090766907},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5528863072395325},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4702058434486389},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.4208831489086151},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41606220602989197},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13008281588554382},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0880451500415802},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn52387.2021.9534253","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn52387.2021.9534253","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323678","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco","ror":"https://ror.org/02te5rf52"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1534477342","https://openalex.org/W1631356911","https://openalex.org/W1971567680","https://openalex.org/W2061422883","https://openalex.org/W2084652510","https://openalex.org/W2137147061","https://openalex.org/W2268223243","https://openalex.org/W2587345921","https://openalex.org/W2764347725","https://openalex.org/W2781738013","https://openalex.org/W2788945937","https://openalex.org/W2901859177","https://openalex.org/W2903221501","https://openalex.org/W2911964244","https://openalex.org/W2952369117","https://openalex.org/W2963837235","https://openalex.org/W2964121744","https://openalex.org/W2970971581","https://openalex.org/W2994731810","https://openalex.org/W3009948090","https://openalex.org/W3100931082","https://openalex.org/W3168508484","https://openalex.org/W4289606390","https://openalex.org/W4295312788","https://openalex.org/W6748683284","https://openalex.org/W6755964158","https://openalex.org/W6771127686"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W2050451745","https://openalex.org/W2504322675"],"abstract_inverted_index":{"Artificial":[0],"Neural":[1,51,61,81],"Networks":[2,52,62,82],"(NNs)":[3],"are":[4],"applied":[5],"to":[6,46,58,75,88],"solve":[7],"problems":[8],"in":[9],"several":[10],"fields":[11],"such":[12],"as":[13],"translation,":[14],"image":[15],"processing,":[16],"and":[17,23],"diagnosis":[18],"of":[19,50,79],"diseases.":[20],"Training":[21],"NNs":[22],"searching":[24],"weights":[25,36],"parameters":[26],"for":[27],"them":[28],"is":[29,44],"a":[30,72],"costly":[31],"task":[32],"that":[33],"depends":[34],"on":[35],"initialization.":[37],"This":[38,69],"problem":[39],"cost":[40,87],"increases":[41],"when":[42],"it":[43],"necessary":[45],"train":[47,59,76,89],"an":[48,77],"Ensemble":[49,78],"(ENNs).":[53],"Some":[54],"works":[55],"explore":[56],"ways":[57],"Binary":[60,80],"(BNNs)":[63],"using":[64],"quantum":[65,92],"techniques":[66],"with":[67,83],"success.":[68],"paper":[70],"shows":[71],"hybrid":[73],"approach":[74],"the":[84],"same":[85],"computational":[86],"one":[90],"variational":[91],"circuit.":[93]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
