{"id":"https://openalex.org/W4382203173","doi":"https://doi.org/10.1109/access.2023.3290046","title":"Dynamic Neural Network Models for Time-Varying Problem Solving: A Survey on Model Structures","display_name":"Dynamic Neural Network Models for Time-Varying Problem Solving: A Survey on Model Structures","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382203173","doi":"https://doi.org/10.1109/access.2023.3290046"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3290046","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3290046","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10164274.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":null,"license_id":null,"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/ielx7/6287639/6514899/10164274.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075503483","display_name":"Cheng Hua","orcid":"https://orcid.org/0000-0002-4788-5067"},"institutions":[{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Hua","raw_affiliation_strings":["College of Computer Science and Engineering, Jishou University, Jishou, China"],"raw_orcid":"https://orcid.org/0000-0002-4788-5067","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Jishou University, Jishou, China","institution_ids":["https://openalex.org/I144581915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101841417","display_name":"Xinwei Cao","orcid":"https://orcid.org/0000-0003-1536-1741"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinwei Cao","raw_affiliation_strings":["School of Business, Jiangnan University, Wuxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business, Jiangnan University, Wuxi, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101898621","display_name":"Qian Xu","orcid":"https://orcid.org/0000-0002-9818-7664"},"institutions":[{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Xu","raw_affiliation_strings":["College of Computer Science and Engineering, Jishou University, Jishou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Jishou University, Jishou, China","institution_ids":["https://openalex.org/I144581915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052115720","display_name":"Bolin Liao","orcid":"https://orcid.org/0000-0001-9036-2723"},"institutions":[{"id":"https://openalex.org/I144581915","display_name":"Jishou University","ror":"https://ror.org/056szk247","country_code":"CN","type":"education","lineage":["https://openalex.org/I144581915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bolin Liao","raw_affiliation_strings":["College of Computer Science and Engineering, Jishou University, Jishou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Jishou University, Jishou, China","institution_ids":["https://openalex.org/I144581915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001796838","display_name":"Shuai Li","orcid":"https://orcid.org/0000-0002-9574-9609"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Shuai Li","raw_affiliation_strings":["Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9574-9609","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.0139,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.92503273,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"65991","last_page":"66008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9962999820709229,"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":0.9962999820709229,"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/T10571","display_name":"Robotic Mechanisms and Dynamics","score":0.9700999855995178,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9549000263214111,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.784075140953064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7632920742034912},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.592515766620636},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5874392986297607},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5871667861938477},{"id":"https://openalex.org/keywords/stochastic-neural-network","display_name":"Stochastic neural network","score":0.5210372805595398},{"id":"https://openalex.org/keywords/dynamic-equation","display_name":"Dynamic equation","score":0.4101082682609558},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40329739451408386},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.3524749279022217},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.13238677382469177}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.784075140953064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7632920742034912},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.592515766620636},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5874392986297607},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5871667861938477},{"id":"https://openalex.org/C86582703","wikidata":"https://www.wikidata.org/wiki/Q7617824","display_name":"Stochastic neural network","level":4,"score":0.5210372805595398},{"id":"https://openalex.org/C2989370511","wikidata":"https://www.wikidata.org/wiki/Q18381590","display_name":"Dynamic equation","level":3,"score":0.4101082682609558},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40329739451408386},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.3524749279022217},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.13238677382469177},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2023.3290046","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3290046","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10164274.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:36f1d791669141fca3d5af94bef87fbf","is_oa":true,"landing_page_url":"https://doaj.org/article/36f1d791669141fca3d5af94bef87fbf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"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 11, Pp 65991-66008 (2023)","raw_type":"article"},{"id":"pmh:oai:oulu.fi:nbnfi-fe20230913124187","is_oa":true,"landing_page_url":"http://urn.fi/urn:nbn:fi-fe20230913124187","pdf_url":null,"source":{"id":"https://openalex.org/S4306400284","display_name":"University of Oulu Repository (University of Oulu)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98381234","host_organization_name":"University of Oulu","host_organization_lineage":["https://openalex.org/I98381234"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3290046","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3290046","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10164274.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":null,"license_id":null,"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/G3137540492","display_name":null,"funder_award_id":"62006095","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4007844660","display_name":"\u52a0\u901f\u6536\u655b\u7684\u5bb9\u566a\u795e\u7ecf\u7f51\u7edc\u53ca\u5176\u5e94\u7528\u7814\u7a76","funder_award_id":"62066015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4382203173.pdf","grobid_xml":"https://content.openalex.org/works/W4382203173.grobid-xml"},"referenced_works_count":189,"referenced_works":["https://openalex.org/W605390454","https://openalex.org/W835482081","https://openalex.org/W1619560412","https://openalex.org/W1964867678","https://openalex.org/W1973446088","https://openalex.org/W1983152073","https://openalex.org/W1992884260","https://openalex.org/W1995567723","https://openalex.org/W2004790933","https://openalex.org/W2005104409","https://openalex.org/W2006713976","https://openalex.org/W2033794905","https://openalex.org/W2034561078","https://openalex.org/W2046620252","https://openalex.org/W2061619613","https://openalex.org/W2075218118","https://openalex.org/W2080532287","https://openalex.org/W2093627685","https://openalex.org/W2127832757","https://openalex.org/W2133702739","https://openalex.org/W2181409015","https://openalex.org/W2192374652","https://openalex.org/W2288474197","https://openalex.org/W2344053498","https://openalex.org/W2390401404","https://openalex.org/W2461045134","https://openalex.org/W2462332821","https://openalex.org/W2467076724","https://openalex.org/W2493842963","https://openalex.org/W2526436041","https://openalex.org/W2566161593","https://openalex.org/W2594605113","https://openalex.org/W2609869589","https://openalex.org/W2617967709","https://openalex.org/W2696256157","https://openalex.org/W2728677037","https://openalex.org/W2732094339","https://openalex.org/W2734344106","https://openalex.org/W2746282094","https://openalex.org/W2751821088","https://openalex.org/W2753056613","https://openalex.org/W2754322505","https://openalex.org/W2759128848","https://openalex.org/W2770840676","https://openalex.org/W2772861103","https://openalex.org/W2783505362","https://openalex.org/W2791994602","https://openalex.org/W2793896496","https://openalex.org/W2793953252","https://openalex.org/W2794096129","https://openalex.org/W2803759966","https://openalex.org/W2805652087","https://openalex.org/W2806365404","https://openalex.org/W2811025534","https://openalex.org/W2887084606","https://openalex.org/W2887191391","https://openalex.org/W2888103493","https://openalex.org/W2888239715","https://openalex.org/W2888368583","https://openalex.org/W2891576042","https://openalex.org/W2895670123","https://openalex.org/W2896377848","https://openalex.org/W2896719349","https://openalex.org/W2897448795","https://openalex.org/W2897981614","https://openalex.org/W2899417080","https://openalex.org/W2899790666","https://openalex.org/W2899794371","https://openalex.org/W2899922847","https://openalex.org/W2901085357","https://openalex.org/W2903050599","https://openalex.org/W2903552223","https://openalex.org/W2911281195","https://openalex.org/W2911718179","https://openalex.org/W2911835134","https://openalex.org/W2911911970","https://openalex.org/W2912576231","https://openalex.org/W2913851985","https://openalex.org/W2915648089","https://openalex.org/W2917830802","https://openalex.org/W2922391289","https://openalex.org/W2929531124","https://openalex.org/W2930423779","https://openalex.org/W2934060014","https://openalex.org/W2941603869","https://openalex.org/W2941887520","https://openalex.org/W2945488196","https://openalex.org/W2963227373","https://openalex.org/W2965637422","https://openalex.org/W2969990253","https://openalex.org/W2971039702","https://openalex.org/W2973547746","https://openalex.org/W2980066546","https://openalex.org/W2981474671","https://openalex.org/W2992605547","https://openalex.org/W2996469688","https://openalex.org/W2996546189","https://openalex.org/W2999020036","https://openalex.org/W3000356767","https://openalex.org/W3003250870","https://openalex.org/W3005162187","https://openalex.org/W3011330900","https://openalex.org/W3012462771","https://openalex.org/W3014100484","https://openalex.org/W3018393815","https://openalex.org/W3018905631","https://openalex.org/W3025066634","https://openalex.org/W3039860999","https://openalex.org/W3041535098","https://openalex.org/W3046077266","https://openalex.org/W3047882499","https://openalex.org/W3080255534","https://openalex.org/W3082387691","https://openalex.org/W3082558504","https://openalex.org/W3085472435","https://openalex.org/W3113585697","https://openalex.org/W3119598453","https://openalex.org/W3121297827","https://openalex.org/W3125398343","https://openalex.org/W3129982515","https://openalex.org/W3131953810","https://openalex.org/W3155096477","https://openalex.org/W3158638107","https://openalex.org/W3175229539","https://openalex.org/W3196560067","https://openalex.org/W3198045838","https://openalex.org/W3198125977","https://openalex.org/W3201305170","https://openalex.org/W3209388166","https://openalex.org/W3216066360","https://openalex.org/W4200217955","https://openalex.org/W4200273953","https://openalex.org/W4205481658","https://openalex.org/W4206395301","https://openalex.org/W4206506459","https://openalex.org/W4210723311","https://openalex.org/W4213234689","https://openalex.org/W4214708851","https://openalex.org/W4220798077","https://openalex.org/W4220839586","https://openalex.org/W4220884297","https://openalex.org/W4220908208","https://openalex.org/W4224989626","https://openalex.org/W4225546897","https://openalex.org/W4226244379","https://openalex.org/W4280551032","https://openalex.org/W4280620759","https://openalex.org/W4281761636","https://openalex.org/W4282569662","https://openalex.org/W4282913160","https://openalex.org/W4282924228","https://openalex.org/W4283323223","https://openalex.org/W4285049194","https://openalex.org/W4285234746","https://openalex.org/W4285239387","https://openalex.org/W4285797973","https://openalex.org/W4290713606","https://openalex.org/W4290716979","https://openalex.org/W4290725572","https://openalex.org/W4293182797","https://openalex.org/W4293527342","https://openalex.org/W4295137753","https://openalex.org/W4300003391","https://openalex.org/W4301832133","https://openalex.org/W4304098603","https://openalex.org/W4306149516","https://openalex.org/W4310079733","https://openalex.org/W4312699073","https://openalex.org/W4312961273","https://openalex.org/W4312986307","https://openalex.org/W4313291307","https://openalex.org/W4316466974","https://openalex.org/W4318953232","https://openalex.org/W4318983161","https://openalex.org/W4319338903","https://openalex.org/W4319866351","https://openalex.org/W4320038897","https://openalex.org/W4320884613","https://openalex.org/W4321350327","https://openalex.org/W4321454865","https://openalex.org/W4322485653","https://openalex.org/W4323663531","https://openalex.org/W4353040073","https://openalex.org/W4362692863","https://openalex.org/W4365511505","https://openalex.org/W4366314457","https://openalex.org/W4366683253","https://openalex.org/W6839021736","https://openalex.org/W6850195074"],"related_works":["https://openalex.org/W1595652908","https://openalex.org/W651238688","https://openalex.org/W2089093251","https://openalex.org/W1584270863","https://openalex.org/W2014372327","https://openalex.org/W2367207292","https://openalex.org/W2085961337","https://openalex.org/W2533573066","https://openalex.org/W2063512127","https://openalex.org/W2313552749"],"abstract_inverted_index":{"In":[0],"recent":[1,57],"years,":[2],"neural":[3,37,65,84,100],"networks":[4,66,101],"have":[5,18],"become":[6],"a":[7,28,31],"common":[8],"practice":[9],"in":[10,50,59,97],"academia":[11],"for":[12,42,67,92],"handling":[13],"complex":[14,21],"problems.":[15,105],"Numerous":[16],"studies":[17],"indicated":[19],"that":[20],"problems":[22],"can":[23],"generally":[24],"be":[25],"formulated":[26],"as":[27,39],"single":[29],"or":[30],"set":[32],"of":[33,82],"time-varying":[34,44,70,104],"equations.":[35],"Dynamic":[36],"networks,":[38],"powerful":[40],"tools":[41],"processing":[43],"problems,":[45,71],"play":[46],"an":[47],"essential":[48],"role":[49],"their":[51],"online":[52],"solution.":[53],"This":[54,87],"paper":[55],"reviews":[56],"advances":[58],"real-valued,":[60],"complex-valued,":[61],"and":[62,78,94],"noise-tolerant":[63],"dynamic":[64,83,99],"solving":[68],"various":[69],"discusses":[72],"the":[73],"finite-time":[74],"convergence,":[75],"fixed/varying":[76],"parameters,":[77],"noise":[79],"tolerance":[80],"properties":[81],"network":[85],"models.":[86],"review":[88],"is":[89],"highly":[90],"relevant":[91],"researchers":[93],"novices":[95],"interested":[96],"using":[98],"to":[102],"solve":[103]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
