{"id":"https://openalex.org/W2138895342","doi":"https://doi.org/10.1109/icnc.2009.389","title":"An Improved BP Neural Network Model Based on Quasic-Newton Algorithm","display_name":"An Improved BP Neural Network Model Based on Quasic-Newton Algorithm","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2138895342","doi":"https://doi.org/10.1109/icnc.2009.389","mag":"2138895342"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2009.389","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2009.389","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 Fifth International Conference on Natural Computation","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/A5102775260","display_name":"Nantian Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nantian Huang","raw_affiliation_strings":["College of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin, China","Department of Electrical Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin, China","institution_ids":["https://openalex.org/I4210125838"]},{"raw_affiliation_string":"Department of Electrical Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100342036","display_name":"Lin Lin","orcid":"https://orcid.org/0000-0002-1213-0983"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Lin","raw_affiliation_strings":["College of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin, China","institution_ids":["https://openalex.org/I4210125838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102775260"],"corresponding_institution_ids":["https://openalex.org/I204983213","https://openalex.org/I4210125838"],"apc_list":null,"apc_paid":null,"fwci":2.2963,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.90044264,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"352","last_page":"356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9919999837875366,"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"}},"topics":[{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9919999837875366,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.988099992275238,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9855999946594238,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7859874367713928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7293692231178284},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.7026010155677795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6179238557815552},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6007155179977417},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.5930910706520081},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5303103923797607},{"id":"https://openalex.org/keywords/wake-sleep-algorithm","display_name":"Wake-sleep algorithm","score":0.5276181697845459},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5253264904022217},{"id":"https://openalex.org/keywords/rprop","display_name":"Rprop","score":0.4737597107887268},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.4729352295398712},{"id":"https://openalex.org/keywords/types-of-artificial-neural-networks","display_name":"Types of artificial neural networks","score":0.452111154794693},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3960517346858978}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7859874367713928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7293692231178284},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.7026010155677795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6179238557815552},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6007155179977417},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.5930910706520081},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5303103923797607},{"id":"https://openalex.org/C17061570","wikidata":"https://www.wikidata.org/wiki/Q7960888","display_name":"Wake-sleep algorithm","level":4,"score":0.5276181697845459},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5253264904022217},{"id":"https://openalex.org/C98359873","wikidata":"https://www.wikidata.org/wiki/Q1320470","display_name":"Rprop","level":5,"score":0.4737597107887268},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.4729352295398712},{"id":"https://openalex.org/C177973122","wikidata":"https://www.wikidata.org/wiki/Q7860946","display_name":"Types of artificial neural networks","level":4,"score":0.452111154794693},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3960517346858978},{"id":"https://openalex.org/C117765406","wikidata":"https://www.wikidata.org/wiki/Q5362437","display_name":"Generalization error","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2009.389","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2009.389","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 Fifth International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.41999998688697815,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1983840995","https://openalex.org/W2054318085","https://openalex.org/W2106479238","https://openalex.org/W2113272275","https://openalex.org/W2116621978","https://openalex.org/W2124708471","https://openalex.org/W2150841368"],"related_works":["https://openalex.org/W2106688677","https://openalex.org/W1993284797","https://openalex.org/W2105861781","https://openalex.org/W2155497161","https://openalex.org/W1834956765","https://openalex.org/W4321635597","https://openalex.org/W2160276773","https://openalex.org/W134147594","https://openalex.org/W2127634602","https://openalex.org/W2138895342"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,36,42,46,63,69,76,80,83,86,92,95,104,118,137,146,151],"low":[3],"learning":[4,39,43,60,77,87,113,119,123],"rate,":[5],"bad":[6],"stability":[7],"and":[8,14,41,94,121,148],"local":[9,70],"minimum":[10,71],"problems":[11],"in":[12,20],"standard":[13],"some":[15],"improved":[16],"BP":[17,27,140,153,158],"neural":[18,28,99,126,141,154,159],"network,":[19],"this":[21],"paper":[22],"we":[23,49,107],"proposes":[24],"a":[25,109],"novel":[26],"network":[29,155,160],"model":[30,48,65],"which":[31,115],"concentrates":[32],"on":[33,162],"two":[34,90,105],"aspects:":[35],"choice":[37,84],"of":[38,85,98,103,111,125,150],"rate":[40],"algorithm.":[44,168],"In":[45],"new":[47,64,139],"use":[50],"Quasic-Newton":[51],"algorithm":[52,57,165],"to":[53,135],"replace":[54],"gradient":[55,163],"descent":[56,164],"or":[58,166],"other":[59,81],"algorithms,":[61],"thus":[62],"not":[66],"only":[67],"avoids":[68],"problem":[72],"but":[73],"also":[74],"mends":[75],"rate.":[78],"On":[79],"hand,":[82],"factor":[88,114],"includes":[89],"keys,":[91,106],"expertise":[93],"final":[96],"output":[97],"network.":[100,127,142],"By":[101],"means":[102],"propose":[108],"kind":[110],"self-adaptive":[112],"can":[116],"improve":[117],"ability":[120,124],"real-time":[122],"At":[128],"last,":[129],"several":[130],"classical":[131],"examples":[132],"are":[133],"utilized":[134],"validate":[136],"proposed":[138,152],"The":[143],"simulations":[144],"show":[145],"feasibility":[147],"validity":[149],"compared":[156],"with":[157],"based":[161],"Levenberg-Marquardt":[167]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}