{"id":"https://openalex.org/W4323065167","doi":"https://doi.org/10.1109/tnnls.2023.3246426","title":"Enhanced Results on Sampled-Data Synchronization for Chaotic Neural Networks With Actuator Saturation Using Parameterized Control","display_name":"Enhanced Results on Sampled-Data Synchronization for Chaotic Neural Networks With Actuator Saturation Using Parameterized Control","publication_year":2023,"publication_date":"2023-03-03","ids":{"openalex":"https://openalex.org/W4323065167","doi":"https://doi.org/10.1109/tnnls.2023.3246426","pmid":"https://pubmed.ncbi.nlm.nih.gov/37028081"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3246426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3246426","pdf_url":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016541805","display_name":"Seong-Hyeon Jo","orcid":"https://orcid.org/0000-0001-7940-3563"},"institutions":[{"id":"https://openalex.org/I4210108025","display_name":"Doosan (South Korea)","ror":"https://ror.org/011kvxd26","country_code":"KR","type":"company","lineage":["https://openalex.org/I4210108025"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seonghyeon Jo","raw_affiliation_strings":["Doosan Robotics, Seongnam, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-7940-3563","affiliations":[{"raw_affiliation_string":"Doosan Robotics, Seongnam, South Korea","institution_ids":["https://openalex.org/I4210108025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016261352","display_name":"Wookyong Kwon","orcid":"https://orcid.org/0000-0002-3656-2043"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Wookyong Kwon","raw_affiliation_strings":["Electronics and Telecommunications Research Institute (ETRI), Daegu, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-3656-2043","affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute (ETRI), Daegu, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100620529","display_name":"Sang Jun Lee","orcid":"https://orcid.org/0000-0002-9312-6299"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]},{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sang Jun Lee","raw_affiliation_strings":["Division of Electronic Engineering, Jeonbuk National University, Jeonju, South Korea","School of Electronic and Electrical Engineering, Kyungpook National University, Daegu, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-9312-6299","affiliations":[{"raw_affiliation_string":"Division of Electronic Engineering, Jeonbuk National University, Jeonju, South Korea","institution_ids":["https://openalex.org/I80611190"]},{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Kyungpook National University, Daegu, South Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003412235","display_name":"Sangmoon Lee","orcid":"https://orcid.org/0000-0001-8252-952X"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]},{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sangmoon Lee","raw_affiliation_strings":["Division of Electronic Engineering, Jeonbuk National University, Jeonju, South Korea","School of Electronic and Electrical Engineering, Kyungpook National University, Daegu, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Electronic Engineering, Jeonbuk National University, Jeonju, South Korea","institution_ids":["https://openalex.org/I80611190"]},{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Kyungpook National University, Daegu, South Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080633536","display_name":"Yongsik Jin","orcid":"https://orcid.org/0000-0003-0487-0241"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongsik Jin","raw_affiliation_strings":["Electronics and Telecommunications Research Institute (ETRI), Daegu, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-0487-0241","affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute (ETRI), Daegu, South Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2556,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.88340017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"35","issue":"8","first_page":"11009","last_page":"11023"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9998999834060669,"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":0.9998999834060669,"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/T10244","display_name":"Chaos control and synchronization","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"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/control-theory","display_name":"Control theory (sociology)","score":0.8160574436187744},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.7978366613388062},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7835198640823364},{"id":"https://openalex.org/keywords/lyapunov-function","display_name":"Lyapunov function","score":0.5569905638694763},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5505946278572083},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5056729316711426},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48331737518310547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44986769556999207},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.44771260023117065},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.4415528476238251},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.4261147379875183},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.2807771563529968},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2710795998573303},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.19589391350746155},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13103285431861877},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.0890457034111023}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.8160574436187744},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.7978366613388062},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7835198640823364},{"id":"https://openalex.org/C60640748","wikidata":"https://www.wikidata.org/wiki/Q2337858","display_name":"Lyapunov function","level":3,"score":0.5569905638694763},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5505946278572083},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5056729316711426},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48331737518310547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44986769556999207},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.44771260023117065},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.4415528476238251},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.4261147379875183},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2807771563529968},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2710795998573303},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.19589391350746155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13103285431861877},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.0890457034111023},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2023.3246426","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3246426","pdf_url":null,"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:37028081","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37028081","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":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1478288009","display_name":null,"funder_award_id":"2021-0-02068","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320322093","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10"},{"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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W618928362","https://openalex.org/W1968114261","https://openalex.org/W1970442252","https://openalex.org/W1970781510","https://openalex.org/W1984582715","https://openalex.org/W1986582332","https://openalex.org/W1996048502","https://openalex.org/W2008749607","https://openalex.org/W2011227034","https://openalex.org/W2026663441","https://openalex.org/W2047612300","https://openalex.org/W2053599456","https://openalex.org/W2055715692","https://openalex.org/W2060907800","https://openalex.org/W2068304817","https://openalex.org/W2071641126","https://openalex.org/W2090941301","https://openalex.org/W2110242546","https://openalex.org/W2113609919","https://openalex.org/W2129721886","https://openalex.org/W2137865578","https://openalex.org/W2159468916","https://openalex.org/W2172005689","https://openalex.org/W2178412471","https://openalex.org/W2227332183","https://openalex.org/W2321703636","https://openalex.org/W2500734973","https://openalex.org/W2588052749","https://openalex.org/W2592367870","https://openalex.org/W2601696867","https://openalex.org/W2617498340","https://openalex.org/W2790449217","https://openalex.org/W2793901783","https://openalex.org/W2888467829","https://openalex.org/W2912603160","https://openalex.org/W2915701938","https://openalex.org/W2922413369","https://openalex.org/W2942972965","https://openalex.org/W2947271925","https://openalex.org/W2968918250","https://openalex.org/W2974342152","https://openalex.org/W2980736665","https://openalex.org/W3046170397","https://openalex.org/W3091623210","https://openalex.org/W3092272177","https://openalex.org/W3093149259","https://openalex.org/W3114298756","https://openalex.org/W3119975428","https://openalex.org/W3122824363","https://openalex.org/W3135099267","https://openalex.org/W3141493663","https://openalex.org/W3149157896","https://openalex.org/W3165289474","https://openalex.org/W3171901685","https://openalex.org/W3190119946","https://openalex.org/W3203623120","https://openalex.org/W3207553802","https://openalex.org/W3214157583","https://openalex.org/W4220827878","https://openalex.org/W4226354597","https://openalex.org/W4249716558","https://openalex.org/W4250738797","https://openalex.org/W4292880809"],"related_works":["https://openalex.org/W2051058708","https://openalex.org/W1494268238","https://openalex.org/W154868527","https://openalex.org/W1983207144","https://openalex.org/W2490706771","https://openalex.org/W2480116122","https://openalex.org/W4255576661","https://openalex.org/W1516574938","https://openalex.org/W2625725254","https://openalex.org/W2563912921"],"abstract_inverted_index":{"This":[0],"article":[1],"investigates":[2],"a":[3,24],"novel":[4],"sampled-data":[5],"synchronization":[6],"controller":[7,43],"design":[8],"method":[9,20,89],"for":[10],"chaotic":[11],"neural":[12],"networks":[13],"(CNNs)":[14],"with":[15,38],"actuator":[16],"saturation.":[17],"The":[18,53],"proposed":[19,100],"is":[21,57,103],"based":[22,66],"on":[23,67],"parameterization":[25],"approach":[26],"which":[27],"reformulates":[28],"the":[29,33,39,68,79,83,87,96,99],"activation":[30],"function":[31],"as":[32],"weighted":[34],"sum":[35],"of":[36,61,82,98],"matrices":[37,45],"weighting":[40,51,73],"functions.":[41,52],"Also,":[42],"gain":[44],"are":[46],"combined":[47],"by":[48],"affinely":[49],"transformed":[50],"enhanced":[54],"stabilization":[55],"criterion":[56],"formulated":[58],"in":[59,78],"terms":[60],"linear":[62],"matrix":[63],"inequalities":[64],"(LMIs)":[65],"Lyapunov":[69],"stability":[70],"theory":[71],"and":[72,94],"function's":[74],"information.":[75],"As":[76],"shown":[77],"comparison":[80],"results":[81],"bench":[84],"marking":[85],"example,":[86],"presented":[88],"much":[90],"outperforms":[91],"previous":[92],"methods,":[93],"thus":[95],"enhancement":[97],"parameterized":[101],"control":[102],"verified.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}