{"id":"https://openalex.org/W2107219642","doi":"https://doi.org/10.1109/cira.2003.1222056","title":"Manipulation of hidden units activities for fault tolerant multi-layer neural networks","display_name":"Manipulation of hidden units activities for fault tolerant multi-layer neural networks","publication_year":2004,"publication_date":"2004-03-01","ids":{"openalex":"https://openalex.org/W2107219642","doi":"https://doi.org/10.1109/cira.2003.1222056","mag":"2107219642"},"language":"en","primary_location":{"id":"doi:10.1109/cira.2003.1222056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cira.2003.1222056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation. Computational Intelligence in Robotics and Automation for the New Millennium (Cat. No.03EX694)","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/A5038324548","display_name":"Y. Katsuda","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":"Y. Katsuda","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Faculty of Engineering, Mie University, Tsu, Mie, Japan","Dept. of Electr. & Electron. Eng., Mie Univ., Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Faculty of 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/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":false,"raw_author_name":"H. Takase","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Faculty of Engineering, Mie University, Tsu, Mie, Japan","Dept. of Electr. & Electron. Eng., Mie Univ., Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Faculty of 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, Faculty of Engineering, Mie University, Tsu, Mie, Japan","Dept. of Electr. & Electron. Eng., Mie Univ., Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Faculty of 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, Faculty of Engineering, Mie University, Tsu, Mie, Japan","Dept. of Electr. & Electron. Eng., Mie Univ., Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Faculty of 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":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12267544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"19","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9993000030517578,"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":0.9993000030517578,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.998199999332428,"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/T12676","display_name":"Machine Learning and ELM","score":0.9958999752998352,"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/redundancy","display_name":"Redundancy (engineering)","score":0.796427845954895},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.760199785232544},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.7402645349502563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7181007862091064},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6601758003234863},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4657866060733795},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3411935567855835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2988559603691101},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07467252016067505}],"concepts":[{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.796427845954895},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.760199785232544},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.7402645349502563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7181007862091064},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6601758003234863},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4657866060733795},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3411935567855835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2988559603691101},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07467252016067505},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cira.2003.1222056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cira.2003.1222056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation. Computational Intelligence in Robotics and Automation for the New Millennium (Cat. No.03EX694)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4399999976158142,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W575055720","https://openalex.org/W1585293376","https://openalex.org/W1591149248","https://openalex.org/W2118717163","https://openalex.org/W2139318413","https://openalex.org/W2145249131","https://openalex.org/W2166990219","https://openalex.org/W6606314664","https://openalex.org/W6635386571"],"related_works":["https://openalex.org/W2153096481","https://openalex.org/W2148616436","https://openalex.org/W2102525122","https://openalex.org/W4306316843","https://openalex.org/W2036953450","https://openalex.org/W2130594209","https://openalex.org/W4245282135","https://openalex.org/W2170004886","https://openalex.org/W4300955944","https://openalex.org/W2527822502"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,33],"new":[3],"training":[4],"algorithm":[5],"to":[6,41,73,82],"enhance":[7],"fault":[8,37],"tolerance":[9,38],"of":[10,39,53,66,85],"multi-layer":[11],"neural":[12],"networks":[13],"(MLNs).":[14],"This":[15],"method":[16],"is":[17],"based":[18],"on":[19,24,36],"the":[20,51,64,75],"fact":[21],"that":[22],"faults":[23],"connections":[25,55],"between":[26,56],"hidden":[27,57,67],"layer":[28,31,58],"and":[29,59],"output":[30,60],"have":[32],"harmful":[34],"effect":[35],"MLNs.":[40],"decrease":[42],"these":[43],"effects,":[44],"we":[45],"introduced":[46],"two":[47],"approaches,":[48],"(1)":[49],"reduce":[50,74],"number":[52],"strong":[54],"layer,":[61],"(2)":[62],"neutralize":[63],"activities":[65],"units.":[68],"The":[69,78],"first":[70],"approach":[71],"aims":[72,81],"undesirable":[76],"connections.":[77],"second":[79],"one":[80],"increase":[83],"redundancy":[84],"internal":[86],"representation.":[87]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
