{"id":"https://openalex.org/W1569759881","doi":"https://doi.org/10.1109/ijcnn.2003.1223835","title":"Effect of regularization term upon fault tolerant training","display_name":"Effect of regularization term upon fault tolerant training","publication_year":2004,"publication_date":"2004-03-22","ids":{"openalex":"https://openalex.org/W1569759881","doi":"https://doi.org/10.1109/ijcnn.2003.1223835","mag":"1569759881"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2003.1223835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","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/A5005413660","display_name":"Hisabumi Takase","orcid":"https://orcid.org/0000-0003-3740-6189"},"institutions":[{"id":"https://openalex.org/I178574317","display_name":"Mie University","ror":"https://ror.org/01529vy56","country_code":"JP","type":"education","lineage":["https://openalex.org/I178574317"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"H. Takase","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Mie university, Tsu, Mie, Japan","Dept. of Electr. & Electron. Eng., Mie Univ., Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Mie university, Tsu, Mie, Japan","institution_ids":["https://openalex.org/I178574317"]},{"raw_affiliation_string":"Dept. of Electr. & Electron. Eng., Mie Univ., Japan","institution_ids":["https://openalex.org/I178574317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102961761","display_name":"Hajime Kita","orcid":"https://orcid.org/0000-0002-3876-7712"},"institutions":[{"id":"https://openalex.org/I178574317","display_name":"Mie University","ror":"https://ror.org/01529vy56","country_code":"JP","type":"education","lineage":["https://openalex.org/I178574317"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"H. Kita","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Mie university, Tsu, Mie, Japan","Dept. of Electr. & Electron. Eng., Mie Univ., Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Mie university, Tsu, Mie, Japan","institution_ids":["https://openalex.org/I178574317"]},{"raw_affiliation_string":"Dept. of Electr. & Electron. Eng., Mie Univ., Japan","institution_ids":["https://openalex.org/I178574317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111592458","display_name":"T. Hayashi","orcid":null},"institutions":[{"id":"https://openalex.org/I178574317","display_name":"Mie University","ror":"https://ror.org/01529vy56","country_code":"JP","type":"education","lineage":["https://openalex.org/I178574317"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"T. Hayashi","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Mie university, Tsu, Mie, Japan","Dept. of Electr. & Electron. Eng., Mie Univ., Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Mie university, Tsu, Mie, Japan","institution_ids":["https://openalex.org/I178574317"]},{"raw_affiliation_string":"Dept. of Electr. & Electron. Eng., Mie Univ., Japan","institution_ids":["https://openalex.org/I178574317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005413660"],"corresponding_institution_ids":["https://openalex.org/I178574317"],"apc_list":null,"apc_paid":null,"fwci":1.7988,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8663844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1048","last_page":"1053"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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/T12676","display_name":"Machine Learning and ELM","score":0.9980999827384949,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/regularization","display_name":"Regularization (linguistics)","score":0.9003056287765503},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6827243566513062},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.6635903716087341},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.6165187954902649},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5606245398521423},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5180857181549072},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.41147294640541077},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39095965027809143},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3576810359954834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30129480361938477},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.08893886208534241},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.058378636837005615}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.9003056287765503},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6827243566513062},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.6635903716087341},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.6165187954902649},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5606245398521423},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5180857181549072},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.41147294640541077},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39095965027809143},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3576810359954834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30129480361938477},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.08893886208534241},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.058378636837005615},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2003.1223835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223835","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","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":8,"referenced_works":["https://openalex.org/W1526055535","https://openalex.org/W1585293376","https://openalex.org/W1874679712","https://openalex.org/W2118717163","https://openalex.org/W2139318413","https://openalex.org/W2145249131","https://openalex.org/W2166990219","https://openalex.org/W6631321124"],"related_works":["https://openalex.org/W42295635","https://openalex.org/W1973996291","https://openalex.org/W2330575325","https://openalex.org/W4388747848","https://openalex.org/W2163803519","https://openalex.org/W2497592525","https://openalex.org/W3096145648","https://openalex.org/W3197510923","https://openalex.org/W2370579019","https://openalex.org/W4313265328"],"abstract_inverted_index":{"To":[0],"enhance":[1],"fault":[2],"tolerance":[3],"of":[4,27,29,41,49,93,114],"multi-layer":[5],"neural":[6],"networks,":[7],"we":[8,85,100],"proposed":[9],"PAWMA":[10],"(partially":[11],"adaptive":[12],"weight":[13,57],"minimization":[14],"approach).":[15],"This":[16,34,71],"method":[17,35,72],"minimizes":[18],"not":[19],"only":[20],"output":[21],"error":[22],"but":[23],"also":[24],"the":[25,39,47,54,68,88,94,103,111,115],"sum":[26],"squares":[28],"weights":[30],"(the":[31],"regularization":[32,95,116],"term).":[33],"aims":[36,60],"to":[37,61,74],"decrease":[38],"number":[40],"connections":[42,77],"whose":[43],"faults":[44],"strongly":[45],"degrade":[46],"performance":[48],"MLNs":[50],"(important":[51],"connections).":[52],"On":[53],"other":[55],"hand,":[56],"decay,":[58],"which":[59],"eliminate":[62],"unimportant":[63,80],"connections,":[64],"is":[65,108],"base":[66],"on":[67],"same":[69],"idea.":[70],"expects":[73],"keeping":[75],"important":[76],"and":[78],"decaying":[79],"connections.":[81],"In":[82],"this":[83],"paper,":[84],"discuss":[86],"about":[87],"contradiction":[89],"between":[90,105],"two":[91,106],"effects":[92,107],"term.":[96,117],"Through":[97],"some":[98],"experiment,":[99],"show":[101],"that":[102],"difference":[104],"brought":[109],"by":[110],"partially":[112],"application":[113]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}