{"id":"https://openalex.org/W2035685967","doi":"https://doi.org/10.1109/icnc.2012.6234546","title":"Convergence and robustness analysis of disturbed gradient neural network for solving LMS problem","display_name":"Convergence and robustness analysis of disturbed gradient neural network for solving LMS problem","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2035685967","doi":"https://doi.org/10.1109/icnc.2012.6234546","mag":"2035685967"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2012.6234546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2012.6234546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 8th 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/A5041940026","display_name":"Wudai Liao","orcid":"https://orcid.org/0000-0003-0953-1820"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wudai Liao","raw_affiliation_strings":["Zhongyuan University of Technology, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103079382","display_name":"Xingfeng Wang","orcid":"https://orcid.org/0000-0002-5508-1536"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingfeng Wang","raw_affiliation_strings":["Zhongyuan University of Technology, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065510261","display_name":"Yuyu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyu Yang","raw_affiliation_strings":["Zhongyuan University of Technology, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100768798","display_name":"Junyan Wang","orcid":"https://orcid.org/0000-0003-1900-424X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Junyan Wang","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041940026"],"corresponding_institution_ids":["https://openalex.org/I132586189"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1112879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"47","issue":null,"first_page":"398","last_page":"401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9656999707221985,"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":0.9656999707221985,"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":0.9570000171661377,"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":0.9505000114440918,"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/robustness","display_name":"Robustness (evolution)","score":0.7650355100631714},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7420945763587952},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6955180168151855},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.6441728472709656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6373046040534973},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5603938698768616},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48034727573394775},{"id":"https://openalex.org/keywords/mean-square","display_name":"Mean square","score":0.4637364149093628},{"id":"https://openalex.org/keywords/hopfield-network","display_name":"Hopfield network","score":0.41704192757606506},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.31608760356903076},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2776697874069214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2123912274837494}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7650355100631714},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7420945763587952},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6955180168151855},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.6441728472709656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6373046040534973},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5603938698768616},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48034727573394775},{"id":"https://openalex.org/C2988709989","wikidata":"https://www.wikidata.org/wiki/Q85784623","display_name":"Mean square","level":2,"score":0.4637364149093628},{"id":"https://openalex.org/C46421273","wikidata":"https://www.wikidata.org/wiki/Q1407668","display_name":"Hopfield network","level":3,"score":0.41704192757606506},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.31608760356903076},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2776697874069214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2123912274837494},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2012.6234546","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2012.6234546","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 8th International Conference on Natural Computation","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":3,"referenced_works":["https://openalex.org/W1487615057","https://openalex.org/W2106006630","https://openalex.org/W2143783856"],"related_works":["https://openalex.org/W2117614743","https://openalex.org/W2218979613","https://openalex.org/W2951527796","https://openalex.org/W2979762782","https://openalex.org/W2128425805","https://openalex.org/W4251298892","https://openalex.org/W1967777287","https://openalex.org/W2599045608","https://openalex.org/W4300447733","https://openalex.org/W2356013541"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"introduce":[4],"a":[5,64],"kind":[6],"of":[7,28],"method":[8,57],"for":[9],"solving":[10,68],"least":[11,70],"mean":[12,71],"square":[13,72],"problems":[14],"based":[15,58],"on":[16,59,67],"the":[17,22,29,34,39,56,69],"gradient":[18],"neural":[19,61],"network,":[20],"including":[21],"network":[23,30,35,62],"model":[24],"construction,":[25],"quantitative":[26],"analysis":[27,48],"global":[31],"convergence":[32,36],"and":[33,46],"rate":[37],"about":[38],"different":[40],"activation":[41],"functions.":[42],"MATLAB":[43],"simulation":[44],"results":[45,49],"theoretical":[47],"are":[50],"accordingly":[51],"consistent,":[52],"which":[53],"further":[54],"confirm":[55],"Hopfield":[60],"has":[63],"good":[65],"effect":[66],"problems.":[73]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
