{"id":"https://openalex.org/W3111910429","doi":"https://doi.org/10.1109/tcsii.2020.3044939","title":"Parameter Identification of Memristor-Based Chaotic Systems via the Drive-Response Synchronization Method","display_name":"Parameter Identification of Memristor-Based Chaotic Systems via the Drive-Response Synchronization Method","publication_year":2020,"publication_date":"2020-12-15","ids":{"openalex":"https://openalex.org/W3111910429","doi":"https://doi.org/10.1109/tcsii.2020.3044939","mag":"3111910429"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2020.3044939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2020.3044939","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","raw_type":"journal-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/A5100387514","display_name":"Hui Liu","orcid":"https://orcid.org/0000-0001-7545-7986"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Liu","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China","School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-7545-7986","affiliations":[{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111796163","display_name":"Jun Chi","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Chi","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China","School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109487251","display_name":"Zengyang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengyang Li","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China","School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control of Education Ministry of China, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081245089","display_name":"Zhigang Zeng","orcid":"https://orcid.org/0000-0003-4587-3588"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Zeng","raw_affiliation_strings":["School of Computer Science, Central China Normal University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-4587-3588","affiliations":[{"raw_affiliation_string":"School of Computer Science, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027725400","display_name":"Jinhu L\u00fc","orcid":"https://orcid.org/0000-0003-0275-8387"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhu Lu","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","State Key Laboratory of Software Development Environment, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0275-8387","affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Software Development Environment, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4884,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.61323416,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"68","issue":"6","first_page":"2082","last_page":"2086"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9997000098228455,"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.9402755498886108},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.7034251689910889},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7004405856132507},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6726950407028198},{"id":"https://openalex.org/keywords/lemma","display_name":"Lemma (botany)","score":0.643024206161499},{"id":"https://openalex.org/keywords/chaotic-systems","display_name":"Chaotic systems","score":0.6094841957092285},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5828245282173157},{"id":"https://openalex.org/keywords/lyapunov-stability","display_name":"Lyapunov stability","score":0.5510756969451904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5332469940185547},{"id":"https://openalex.org/keywords/synchronization-of-chaos","display_name":"Synchronization of chaos","score":0.4542475640773773},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.44291532039642334},{"id":"https://openalex.org/keywords/lyapunov-function","display_name":"Lyapunov function","score":0.4145379662513733},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3416048288345337},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16933435201644897},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1325511336326599},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.12584245204925537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11322999000549316},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.10110053420066833},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.07031390070915222},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.06324565410614014},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.062030792236328125},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.047918498516082764}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.9402755498886108},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.7034251689910889},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7004405856132507},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6726950407028198},{"id":"https://openalex.org/C2777759810","wikidata":"https://www.wikidata.org/wiki/Q149316","display_name":"Lemma (botany)","level":3,"score":0.643024206161499},{"id":"https://openalex.org/C2987469083","wikidata":"https://www.wikidata.org/wiki/Q166314","display_name":"Chaotic systems","level":3,"score":0.6094841957092285},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5828245282173157},{"id":"https://openalex.org/C2776829284","wikidata":"https://www.wikidata.org/wiki/Q1341651","display_name":"Lyapunov stability","level":3,"score":0.5510756969451904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5332469940185547},{"id":"https://openalex.org/C202759130","wikidata":"https://www.wikidata.org/wiki/Q7662148","display_name":"Synchronization of chaos","level":4,"score":0.4542475640773773},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.44291532039642334},{"id":"https://openalex.org/C60640748","wikidata":"https://www.wikidata.org/wiki/Q2337858","display_name":"Lyapunov function","level":3,"score":0.4145379662513733},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3416048288345337},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16933435201644897},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1325511336326599},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.12584245204925537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11322999000549316},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.10110053420066833},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.07031390070915222},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.06324565410614014},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.062030792236328125},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.047918498516082764},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C46757340","wikidata":"https://www.wikidata.org/wiki/Q43238","display_name":"Poaceae","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsii.2020.3044939","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2020.3044939","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3002100101","display_name":"\u8f6f\u4ef6\u4f53\u7cfb\u7ed3\u6784\u6280\u672f\u503a\u52a1\u7ba1\u7406\u4e0e\u67b6\u6784\u8fc7\u7a0b\u7684\u878d\u5408\u673a\u5236\u53ca\u65b9\u6cd5","funder_award_id":"61702377","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3523307272","display_name":null,"funder_award_id":"61621003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5095565453","display_name":null,"funder_award_id":"61936004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7444543045","display_name":null,"funder_award_id":"2016YFB0800401","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7736959020","display_name":null,"funder_award_id":"61773175","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1146378084","https://openalex.org/W1977859215","https://openalex.org/W1996062600","https://openalex.org/W2034162943","https://openalex.org/W2045606745","https://openalex.org/W2068459887","https://openalex.org/W2112181056","https://openalex.org/W2125275975","https://openalex.org/W2162651880","https://openalex.org/W2209382767","https://openalex.org/W2510211160","https://openalex.org/W2521458040","https://openalex.org/W2611879321","https://openalex.org/W2762226578","https://openalex.org/W2765099430","https://openalex.org/W2766233769","https://openalex.org/W2782398897","https://openalex.org/W2783329168","https://openalex.org/W2792299645","https://openalex.org/W2797990717","https://openalex.org/W2801157609","https://openalex.org/W2904213097","https://openalex.org/W2922486454","https://openalex.org/W2950020346","https://openalex.org/W2957611246","https://openalex.org/W2999521724","https://openalex.org/W3025074292"],"related_works":["https://openalex.org/W1981944371","https://openalex.org/W2069291020","https://openalex.org/W2017826852","https://openalex.org/W2016918291","https://openalex.org/W1988325506","https://openalex.org/W2023303993","https://openalex.org/W2384606830","https://openalex.org/W2390217026","https://openalex.org/W2384062450","https://openalex.org/W2007512498"],"abstract_inverted_index":{"Memristor-based":[0],"chaotic":[1,22,39],"systems":[2],"have":[3],"been":[4,34],"received":[5],"great":[6],"attention":[7],"from":[8],"researchers":[9],"in":[10,27],"the":[11,42,58,61,66,83,87],"last":[12],"decade.":[13],"This":[14],"brief":[15],"investigates":[16],"parameter":[17,30,89],"identification":[18,31,90],"of":[19,57],"a":[20],"memristor-based":[21,38],"system":[23,59],"(proposed":[24],"by":[25],"Muthuswamy":[26],"2010).":[28],"Uncertain":[29],"has":[32],"not":[33],"studied":[35],"yet":[36],"for":[37],"systems.":[40],"Using":[41],"Lyapunov":[43],"stability":[44],"theory":[45],"and":[46,72,82],"Barb\u0103lat":[47],"lemma,":[48],"two":[49,63],"theorems":[50],"are":[51,74,79,92],"established":[52],"to":[53],"identify":[54],"uncertain":[55],"parameters":[56],"under":[60],"following":[62],"cases:":[64],"i)":[65],"memductance":[67],"is":[68],"unknown;":[69],"ii)":[70],"capacitances":[71],"inductances":[73],"unknown.":[75],"Finally,":[76],"numerical":[77],"simulations":[78],"carried":[80],"out":[81],"results":[84],"show":[85],"that":[86],"proposed":[88],"methods":[91],"effective.":[93]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
