{"id":"https://openalex.org/W4210984939","doi":"https://doi.org/10.1109/tnnls.2022.3146832","title":"The Optimization of Control Parameters: Finite-Time Bipartite Synchronization of Memristive Neural Networks With Multiple Time Delays via Saturation Function","display_name":"The Optimization of Control Parameters: Finite-Time Bipartite Synchronization of Memristive Neural Networks With Multiple Time Delays via Saturation Function","publication_year":2022,"publication_date":"2022-02-09","ids":{"openalex":"https://openalex.org/W4210984939","doi":"https://doi.org/10.1109/tnnls.2022.3146832","pmid":"https://pubmed.ncbi.nlm.nih.gov/35139029"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2022.3146832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnnls.2022.3146832","pdf_url":"https://ieeexplore.ieee.org/ielx7/5962385/6104215/09709107.pdf","source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/5962385/6104215/09709107.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Qi Chang","orcid":"https://orcid.org/0000-0001-6028-5106"},"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":true,"raw_author_name":"Qi Chang","raw_affiliation_strings":["School of Internet of Things Engineering, Jiangnan University, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"School of Internet of Things Engineering, Jiangnan University, Wuxi, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ju H. Park","orcid":"https://orcid.org/0000-0002-0218-2333"},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ju H. Park","raw_affiliation_strings":["Department of Electrical Engineering, Yeungnam University, Gyeongsan, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Yeungnam University, Gyeongsan, South Korea","institution_ids":["https://openalex.org/I55240360"]}]},{"author_position":"last","author":{"id":null,"display_name":"Yongqing Yang","orcid":null},"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":"Yongqing Yang","raw_affiliation_strings":["School of Science, Jiangnan University, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"School of Science, Jiangnan University, Wuxi, China","institution_ids":["https://openalex.org/I111599522"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111599522"],"apc_list":null,"apc_paid":null,"fwci":4.7091,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.95069921,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"34","issue":"10","first_page":"7861","last_page":"7872"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9932000041007996,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.0012000000569969416,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6089000105857849},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5960999727249146},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5952000021934509},{"id":"https://openalex.org/keywords/bipartite-graph","display_name":"Bipartite graph","score":0.5677000284194946},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.5400000214576721},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4650999903678894},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.4634000062942505},{"id":"https://openalex.org/keywords/lyapunov-function","display_name":"Lyapunov function","score":0.4514999985694885},{"id":"https://openalex.org/keywords/sign-function","display_name":"Sign function","score":0.4410000145435333}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6089000105857849},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5964999794960022},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5960999727249146},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5952000021934509},{"id":"https://openalex.org/C197657726","wikidata":"https://www.wikidata.org/wiki/Q174733","display_name":"Bipartite graph","level":3,"score":0.5677000284194946},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.5400000214576721},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4650999903678894},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.4634000062942505},{"id":"https://openalex.org/C60640748","wikidata":"https://www.wikidata.org/wiki/Q2337858","display_name":"Lyapunov function","level":3,"score":0.4514999985694885},{"id":"https://openalex.org/C4250","wikidata":"https://www.wikidata.org/wiki/Q236813","display_name":"Sign function","level":2,"score":0.4410000145435333},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4068000018596649},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.3831999897956848},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.35830000042915344},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.32600000500679016},{"id":"https://openalex.org/C55689738","wikidata":"https://www.wikidata.org/wiki/Q15963867","display_name":"Discrete time and continuous time","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30790001153945923},{"id":"https://openalex.org/C9930424","wikidata":"https://www.wikidata.org/wiki/Q7426587","display_name":"Saturation (graph theory)","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3027999997138977},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.2856999933719635},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2732999920845032},{"id":"https://openalex.org/C2776829284","wikidata":"https://www.wikidata.org/wiki/Q1341651","display_name":"Lyapunov stability","level":3,"score":0.26429998874664307},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2563000023365021},{"id":"https://openalex.org/C86582703","wikidata":"https://www.wikidata.org/wiki/Q7617824","display_name":"Stochastic neural network","level":4,"score":0.25110000371932983}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2022.3146832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnnls.2022.3146832","pdf_url":"https://ieeexplore.ieee.org/ielx7/5962385/6104215/09709107.pdf","source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:35139029","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35139029","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tnnls.2022.3146832","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnnls.2022.3146832","pdf_url":"https://ieeexplore.ieee.org/ielx7/5962385/6104215/09709107.pdf","source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2300736770","display_name":null,"funder_award_id":"(CSC)","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G248781549","display_name":null,"funder_award_id":"2019R1A5A8080290","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G3268721071","display_name":null,"funder_award_id":"2019R1A5A8080290","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"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/G4070408479","display_name":null,"funder_award_id":"202006790102","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210984939.pdf","grobid_xml":"https://content.openalex.org/works/W4210984939.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1967509640","https://openalex.org/W2003596063","https://openalex.org/W2343397127","https://openalex.org/W2367667914","https://openalex.org/W2756940441","https://openalex.org/W2757180579","https://openalex.org/W2784068710","https://openalex.org/W2792882341","https://openalex.org/W2885986500","https://openalex.org/W2905887195","https://openalex.org/W2906888095","https://openalex.org/W2911827123","https://openalex.org/W2945741920","https://openalex.org/W2970497819","https://openalex.org/W2985680577","https://openalex.org/W2986309809","https://openalex.org/W2988843599","https://openalex.org/W2990848105","https://openalex.org/W2993409745","https://openalex.org/W2995046639","https://openalex.org/W3002898196","https://openalex.org/W3012206090","https://openalex.org/W3018091741","https://openalex.org/W3027238947","https://openalex.org/W3027894570","https://openalex.org/W3033030632","https://openalex.org/W3040462030","https://openalex.org/W3044688068","https://openalex.org/W3044766324","https://openalex.org/W3046436250","https://openalex.org/W3084070748","https://openalex.org/W3086998469","https://openalex.org/W3091888124","https://openalex.org/W3120305161","https://openalex.org/W3123793698","https://openalex.org/W3127097432","https://openalex.org/W3150228884","https://openalex.org/W3151411732","https://openalex.org/W3156914346","https://openalex.org/W3157029081","https://openalex.org/W3176791385"],"related_works":[],"abstract_inverted_index":{"This":[0],"article":[1,86],"studies":[2],"the":[3,63,131,136],"memristive":[4],"neural":[5],"networks":[6,15],"with":[7,47,62],"multiple":[8],"time":[9,28],"delays":[10,29],"(MNNsMTDs).":[11],"The":[12],"topology":[13],"of":[14,42,80,97,135],"is":[16,56,102,118],"signed,":[17],"which":[18],"contains":[19],"both":[20],"cooperative":[21],"and":[22,38,70,78,93,133],"competitive":[23],"relationships.":[24],"Two":[25],"controllers":[26],"without":[27],"are":[30,82,127],"designed":[31,103],"to":[32,58,104,120,129],"achieve":[33],"finite-time":[34],"bipartite":[35,90],"synchronization":[36,91],"(FTBS)":[37],"practical":[39,94],"FTBS":[40,77],"(PFTBS)":[41],"MNNsMTDs.":[43,98],"A":[44],"novel":[45],"controller":[46],"a":[48,53],"saturation":[49],"function":[50,55,65],"rather":[51],"than":[52],"sign":[54],"proposed":[57],"avoid":[59],"chattering.":[60],"Along":[61],"Lyapunov":[64],"method,":[66],"some":[67,73,106],"mathematical":[68],"techniques,":[69],"scaling":[71],"inequalities,":[72],"sufficient":[74],"conditions":[75],"for":[76],"PFTBS":[79],"MNNsMTDs":[81],"attained.":[83],"Besides,":[84],"this":[85,122],"also":[87],"concerns":[88],"fixed-time":[89],"(FXBS)":[92],"FXBS":[95],"(PFXBS)":[96],"An":[99,110],"optimization":[100,116],"model":[101],"obtain":[105],"optimal":[107],"control":[108],"parameters.":[109],"algorithm":[111],"based":[112],"on":[113],"particle":[114],"swarm":[115],"(PSO)":[117],"provided":[119],"solve":[121],"model.":[123],"Some":[124],"numerical":[125],"examples":[126],"included":[128],"demonstrate":[130],"correctness":[132],"applicability":[134],"approaches.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2022-02-13T00:00:00"}
