{"id":"https://openalex.org/W3030370370","doi":"https://doi.org/10.1109/access.2020.2997010","title":"Adaptive Learning-Rate Backpropagation Neural Network Algorithm Based on the Minimization of Mean-Square Deviation for Impulsive Noises","display_name":"Adaptive Learning-Rate Backpropagation Neural Network Algorithm Based on the Minimization of Mean-Square Deviation for Impulsive Noises","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3030370370","doi":"https://doi.org/10.1109/access.2020.2997010","mag":"3030370370"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2997010","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2997010","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09099323.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09099323.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5115601935","display_name":"Dong Woo Kim","orcid":"https://orcid.org/0000-0001-7333-0543"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dong Woo Kim","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100444966","display_name":"Min Su Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Min Su Kim","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331203","display_name":"Jaeho Lee","orcid":"https://orcid.org/0000-0002-6589-4602"},"institutions":[{"id":"https://openalex.org/I4210131320","display_name":"LG (South Korea)","ror":"https://ror.org/03ddh2c27","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210131320"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaeho Lee","raw_affiliation_strings":["AI Laboratory, LG Electronics Inc., Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"AI Laboratory, LG Electronics Inc., Seoul, South Korea","institution_ids":["https://openalex.org/I4210131320"]}]},{"author_position":"last","author":{"id":null,"display_name":"Poogyeon Park","orcid":"https://orcid.org/0000-0001-5623-586X"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Poogyeon Park","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Pohang University of Science and Technology, Pohang, South Korea","institution_ids":["https://openalex.org/I123900574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5115601935"],"corresponding_institution_ids":["https://openalex.org/I123900574"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2576,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.75699858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"98018","last_page":"98026"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10320","display_name":"Neural Networks and Applications","score":0.998199999332428,"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/backpropagation","display_name":"Backpropagation","score":0.8171938061714172},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7229224443435669},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.6141678094863892},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6057129502296448},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.546403706073761},{"id":"https://openalex.org/keywords/mean-square","display_name":"Mean square","score":0.5190918445587158},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.51758873462677},{"id":"https://openalex.org/keywords/rprop","display_name":"Rprop","score":0.47829967737197876},{"id":"https://openalex.org/keywords/least-mean-squares-filter","display_name":"Least mean squares filter","score":0.4622367024421692},{"id":"https://openalex.org/keywords/adaptive-filter","display_name":"Adaptive filter","score":0.41399580240249634},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39985695481300354},{"id":"https://openalex.org/keywords/types-of-artificial-neural-networks","display_name":"Types of artificial neural networks","score":0.3474348783493042},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24930763244628906},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.2221752405166626},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13671067357063293}],"concepts":[{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.8171938061714172},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7229224443435669},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.6141678094863892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6057129502296448},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.546403706073761},{"id":"https://openalex.org/C2988709989","wikidata":"https://www.wikidata.org/wiki/Q85784623","display_name":"Mean square","level":2,"score":0.5190918445587158},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.51758873462677},{"id":"https://openalex.org/C98359873","wikidata":"https://www.wikidata.org/wiki/Q1320470","display_name":"Rprop","level":5,"score":0.47829967737197876},{"id":"https://openalex.org/C32617633","wikidata":"https://www.wikidata.org/wiki/Q1426666","display_name":"Least mean squares filter","level":3,"score":0.4622367024421692},{"id":"https://openalex.org/C102248274","wikidata":"https://www.wikidata.org/wiki/Q168388","display_name":"Adaptive filter","level":2,"score":0.41399580240249634},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39985695481300354},{"id":"https://openalex.org/C177973122","wikidata":"https://www.wikidata.org/wiki/Q7860946","display_name":"Types of artificial neural networks","level":4,"score":0.3474348783493042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24930763244628906},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.2221752405166626},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13671067357063293},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2997010","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2997010","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09099323.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:535e41bab603452da67c5dd71b6efa8f","is_oa":true,"landing_page_url":"https://doaj.org/article/535e41bab603452da67c5dd71b6efa8f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 98018-98026 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2997010","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2997010","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09099323.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1316946266","display_name":null,"funder_award_id":"IITP-2019-2011-1-00783","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3716275035","display_name":null,"funder_award_id":"2019R1A4A1029003","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G3942910960","display_name":null,"funder_award_id":"(NRF) grant","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4237996769","display_name":null,"funder_award_id":"IITP-2019-2011-1-00783","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G7685055460","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G865289537","display_name":null,"funder_award_id":"Korea Government (MSIT)","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G875192162","display_name":null,"funder_award_id":"2019R1A4A1029003","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G8870551071","display_name":null,"funder_award_id":"2019R1A4A1029003","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3030370370.pdf","grobid_xml":"https://content.openalex.org/works/W3030370370.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W110283499","https://openalex.org/W982612559","https://openalex.org/W1522301498","https://openalex.org/W1659986917","https://openalex.org/W1900101064","https://openalex.org/W1995589132","https://openalex.org/W1996124770","https://openalex.org/W2002011878","https://openalex.org/W2006825001","https://openalex.org/W2010128305","https://openalex.org/W2023104721","https://openalex.org/W2058399474","https://openalex.org/W2062648109","https://openalex.org/W2099791377","https://openalex.org/W2109530046","https://openalex.org/W2124325110","https://openalex.org/W2124776405","https://openalex.org/W2126885794","https://openalex.org/W2129497992","https://openalex.org/W2129539520","https://openalex.org/W2133924951","https://openalex.org/W2135117342","https://openalex.org/W2148046504","https://openalex.org/W2170263663","https://openalex.org/W2180748755","https://openalex.org/W2198227155","https://openalex.org/W2488544472","https://openalex.org/W2593620287","https://openalex.org/W2767845480","https://openalex.org/W2935462095","https://openalex.org/W2975212582","https://openalex.org/W2991592630","https://openalex.org/W3003573324","https://openalex.org/W6631190155","https://openalex.org/W6637057313"],"related_works":["https://openalex.org/W2287235845","https://openalex.org/W2586228848","https://openalex.org/W2081837274","https://openalex.org/W2253481662","https://openalex.org/W1998353256","https://openalex.org/W2357454918","https://openalex.org/W2189195857","https://openalex.org/W3040496336","https://openalex.org/W2370278301","https://openalex.org/W2146261928"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,22,57,62],"novel":[4],"adaptive":[5],"learning-rate":[6],"backpropagation":[7],"neural":[8],"network":[9],"(ALR-BPNN)":[10],"algorithm":[11,101,127],"based":[12],"on":[13,104],"the":[14,35,45,49,53,68,71,74,81,84,87,93,99,112,125,129],"minimization":[15],"of":[16,34,48,70,73,83,98],"mean-square":[17],"deviation":[18],"(MSD)":[19],"to":[20,28,43,92],"implement":[21],"fast":[23,58],"convergence":[24,59],"rate":[25,60],"and":[26,108,115],"robustness":[27,91],"impulsive":[29,94,113],"noises.":[30,95],"The":[31,96],"learning":[32],"rates":[33],"weights":[36],"in":[37,61,77],"each":[38,78],"hidden":[39],"layer":[40,79],"are":[41],"derived":[42],"minimize":[44],"upper":[46],"bound":[47],"MSD":[50],"obtained":[51],"by":[52,66],"analysis,":[54],"which":[55],"guarantees":[56],"stable":[63],"range.":[64],"Moreover,":[65],"adopting":[67],"variance":[69,82],"kind":[72],"measurement":[75],"noises":[76],"through":[80],"error":[85],"signals,":[86],"proposed":[88,100,126],"scheme":[89],"provides":[90],"performance":[97],"is":[102],"evaluated":[103],"various":[105],"sequential":[106],"signals":[107],"industrial":[109],"data":[110],"including":[111],"noise":[114],"compared":[116],"with":[117],"conventional":[118],"ALR-BPNN":[119],"algorithms.":[120,131],"Simulation":[121],"results":[122],"indicate":[123],"that":[124],"outperforms":[128],"existing":[130]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}