{"id":"https://openalex.org/W2156180760","doi":"https://doi.org/10.1109/ijcnn.2004.1380990","title":"Neural networks with branch gates","display_name":"Neural networks with branch gates","publication_year":2005,"publication_date":"2005-01-31","ids":{"openalex":"https://openalex.org/W2156180760","doi":"https://doi.org/10.1109/ijcnn.2004.1380990","mag":"2156180760"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2004.1380990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2004.1380990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)","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/A5081527635","display_name":"Kenichi Got\u014d","orcid":"https://orcid.org/0000-0001-6875-6857"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"K. Goto","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013008417","display_name":"Kotaro Hirasawa","orcid":null},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"K. Hirasawa","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100326923","display_name":"Jinglu Hu","orcid":"https://orcid.org/0000-0002-5601-7261"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jinglu Hu","raw_affiliation_strings":["Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Production and Systems, Waseda University, Fukuoka, Japan","institution_ids":["https://openalex.org/I150744194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081527635"],"corresponding_institution_ids":["https://openalex.org/I150744194"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15632578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"2331","last_page":"2336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9998000264167786,"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":0.9998000264167786,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9739999771118164,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.764445424079895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7064368724822998},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6633414626121521},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5758770704269409},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.46541380882263184},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.449594646692276},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41019803285598755},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3286108672618866},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17740857601165771},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13243696093559265}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.764445424079895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7064368724822998},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6633414626121521},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5758770704269409},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.46541380882263184},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.449594646692276},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41019803285598755},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3286108672618866},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17740857601165771},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13243696093559265},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2004.1380990","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2004.1380990","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)","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":12,"referenced_works":["https://openalex.org/W603964189","https://openalex.org/W1580142630","https://openalex.org/W1591825272","https://openalex.org/W1984668628","https://openalex.org/W1990645799","https://openalex.org/W2043679190","https://openalex.org/W2119724774","https://openalex.org/W2149593872","https://openalex.org/W2167481908","https://openalex.org/W2315313133","https://openalex.org/W3022436500","https://openalex.org/W6618521972"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2953716828","https://openalex.org/W2904857019","https://openalex.org/W2944728705","https://openalex.org/W3011538607","https://openalex.org/W2904022177","https://openalex.org/W2359348847","https://openalex.org/W4321441197","https://openalex.org/W4287755480","https://openalex.org/W3113607506"],"abstract_inverted_index":{"A":[0],"new":[1],"architecture":[2],"of":[3,23,29,62,67,82,92,97,119,127],"neural":[4,10,137],"networks":[5,11],"(NNs)":[6],"is":[7,72,131],"proposed":[8],"named":[9],"with":[12,115,134],"branch":[13,44,53,69,84,99],"gates":[14],"(NN-bg).":[15],"It":[16],"aims":[17],"at":[18],"improving":[19],"the":[20,27,34,52,56,59,63,68,80,83,90,93,98,125,128],"generalization":[21],"ability":[22],"NNs":[24],"by":[25,104],"controlling":[26],"connectivity":[28],"neurons":[30],"adaptively":[31],"depending":[32],"on":[33],"input":[35,60],"information.":[36],"To":[37],"realize":[38,111],"such":[39],"architecture,":[40],"we":[41],"use":[42],"a":[43,105],"control":[45,54,70,85,100],"system":[46,71,86,101],"having":[47],"low":[48],"calculation":[49],"costs.":[50],"In":[51],"system,":[55],"distance":[57],"between":[58],"values":[61],"network":[64],"and":[65],"parameters":[66,96],"calculated.":[73],"After":[74],"normalization":[75],"within":[76],"0":[77],"to":[78,89,110],"1,":[79],"outputs":[81],"are":[87,102],"multiplied":[88],"branches":[91],"NN.":[94],"The":[95],"trained":[103],"random":[106],"searching":[107],"method,":[108],"RasID,":[109],"an":[112],"adaptive":[113],"optimization":[114],"very":[116],"small":[117],"number":[118],"training":[120],"steps.":[121],"Through":[122],"some":[123],"simulations,":[124],"usefulness":[126],"three-layered":[129],"NN-bg":[130],"shown":[132],"compared":[133],"conventional":[135],"layered":[136],"networks.":[138]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
