{"id":"https://openalex.org/W2809951415","doi":"https://doi.org/10.1109/access.2018.2850782","title":"Finite-Time Synchronization of Chaotic Memristive Multidirectional Associative Memory Neural Networks and Applications in Image Encryption","display_name":"Finite-Time Synchronization of Chaotic Memristive Multidirectional Associative Memory Neural Networks and Applications in Image Encryption","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2809951415","doi":"https://doi.org/10.1109/access.2018.2850782","mag":"2809951415"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2850782","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2850782","pdf_url":null,"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://doi.org/10.1109/access.2018.2850782","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100442319","display_name":"Weiping Wang","orcid":"https://orcid.org/0000-0002-6796-7596"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weiping Wang","raw_affiliation_strings":["Beijing Key Laboratory of Knowledge Engineering for Materials Science, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6796-7596","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101668988","display_name":"Xin Yu","orcid":"https://orcid.org/0000-0003-3983-4937"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xin Yu","raw_affiliation_strings":["Beijing Key Laboratory of Knowledge Engineering for Materials Science, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070952629","display_name":"Xiong Luo","orcid":"https://orcid.org/0000-0002-1929-8447"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiong Luo","raw_affiliation_strings":["Beijing Key Laboratory of Knowledge Engineering for Materials Science, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1929-8447","affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Knowledge Engineering for Materials Science, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085207296","display_name":"J\u00fcrgen Kurths","orcid":"https://orcid.org/0000-0002-5926-4276"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jurgen Kurths","raw_affiliation_strings":["Institute of Physics, Humboldt-University, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Physics, Humboldt-University, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"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":2.085,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.8818505,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"35764","last_page":"35779"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9961000084877014,"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/T11187","display_name":"Nonlinear Dynamics and Pattern Formation","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.7407597303390503},{"id":"https://openalex.org/keywords/bidirectional-associative-memory","display_name":"Bidirectional associative memory","score":0.7373007535934448},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7102245092391968},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6412676572799683},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6181523203849792},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.5533379316329956},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5248679518699646},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.4767235815525055},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.4266320765018463},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.422384113073349},{"id":"https://openalex.org/keywords/lyapunov-function","display_name":"Lyapunov function","score":0.4117198586463928},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2044101357460022},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17166703939437866},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.1673595905303955},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.08000263571739197}],"concepts":[{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.7407597303390503},{"id":"https://openalex.org/C120620853","wikidata":"https://www.wikidata.org/wiki/Q506355","display_name":"Bidirectional associative memory","level":4,"score":0.7373007535934448},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7102245092391968},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6412676572799683},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6181523203849792},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.5533379316329956},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5248679518699646},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.4767235815525055},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.4266320765018463},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.422384113073349},{"id":"https://openalex.org/C60640748","wikidata":"https://www.wikidata.org/wiki/Q2337858","display_name":"Lyapunov function","level":3,"score":0.4117198586463928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2044101357460022},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17166703939437866},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.1673595905303955},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.08000263571739197},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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":3,"locations":[{"id":"doi:10.1109/access.2018.2850782","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2850782","pdf_url":null,"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:publications.pik-potsdam.de:item_22873","is_oa":true,"landing_page_url":"https://publications.pik-potsdam.de/pubman/item/item_22873","pdf_url":"https://publications.pik-potsdam.de/pubman/item/item_22873_2/component/file_22874/8335oa.pdf","source":{"id":"https://openalex.org/S4306400891","display_name":"Publication Database PIK (Potsdam Institute for Climate Impact Research (PIK))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60200437","host_organization_name":"Potsdam Institute for Climate Impact Research","host_organization_lineage":["https://openalex.org/I60200437"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:8ccfbc1728c44e0483f524867429d301","is_oa":true,"landing_page_url":"https://doaj.org/article/8ccfbc1728c44e0483f524867429d301","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 6, Pp 35764-35779 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2850782","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2850782","pdf_url":null,"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/G4365766575","display_name":null,"funder_award_id":"61174103","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5919323023","display_name":null,"funder_award_id":"2017YFB0702300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6150030697","display_name":null,"funder_award_id":"06500025","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G6458097795","display_name":null,"funder_award_id":"61603032","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/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1975003303","https://openalex.org/W1991200688","https://openalex.org/W1993522825","https://openalex.org/W2004177075","https://openalex.org/W2004777103","https://openalex.org/W2015088745","https://openalex.org/W2052888871","https://openalex.org/W2071585273","https://openalex.org/W2088473973","https://openalex.org/W2111543721","https://openalex.org/W2165682419","https://openalex.org/W2206714695","https://openalex.org/W2215100484","https://openalex.org/W2246086571","https://openalex.org/W2247894436","https://openalex.org/W2282880711","https://openalex.org/W2378703745","https://openalex.org/W2379133119","https://openalex.org/W2517298478","https://openalex.org/W2520337547","https://openalex.org/W2537700529","https://openalex.org/W2552568312","https://openalex.org/W2554223984","https://openalex.org/W2561013577","https://openalex.org/W2564046431","https://openalex.org/W2569515529","https://openalex.org/W2593563345","https://openalex.org/W2603414778","https://openalex.org/W2604090977","https://openalex.org/W2613745606","https://openalex.org/W2620499377","https://openalex.org/W2745264798","https://openalex.org/W2745483335","https://openalex.org/W2747043449","https://openalex.org/W2748085028","https://openalex.org/W2754816662","https://openalex.org/W2762891213","https://openalex.org/W2765983619","https://openalex.org/W2770752180","https://openalex.org/W2771233521","https://openalex.org/W2775822061","https://openalex.org/W2783493033","https://openalex.org/W2790851661","https://openalex.org/W3021750181","https://openalex.org/W6695745367"],"related_works":["https://openalex.org/W1987836535","https://openalex.org/W4321273133","https://openalex.org/W2109892802","https://openalex.org/W1503438809","https://openalex.org/W1536116856","https://openalex.org/W2769111744","https://openalex.org/W2260028708","https://openalex.org/W2050720944","https://openalex.org/W2151626578","https://openalex.org/W1902246517"],"abstract_inverted_index":{"Traditional":[0],"biological":[1],"neural":[2,30],"networks":[3,31],"lack":[4],"the":[5,40,63,70,80,84,90,96,99,110,114,124,127],"capability":[6],"of":[7,16,56,65,83,92,113,126],"reflecting":[8],"variable":[9],"synaptic":[10],"weights":[11],"when":[12],"simulating":[13],"associative":[14,28],"memory":[15,29],"human":[17],"brains.":[18],"In":[19],"this":[20],"paper,":[21],"we":[22,52,101],"propose":[23],"a":[24],"novel":[25],"memristive":[26,115],"multidirectional":[27],"(MAMNNs)":[32],"model":[33,42],"with":[34,45,132],"mixed":[35],"time-varying":[36,46],"delays.":[37,50],"More":[38],"precisely,":[39],"proposed":[41,128],"is":[43,121,130],"investigated":[44],"delays":[47],"and":[48,58,73],"distributed":[49],"Then,":[51],"design":[53],"two":[54],"kinds":[55],"delay-independent":[57],"delay-dependent":[59],"controllers":[60],"to":[61],"analyze":[62],"problem":[64],"finite-time":[66,81],"synchronization.":[67],"Based":[68],"on":[69,95],"drive-response":[71,85],"concept":[72],"Lyapunov":[74],"function,":[75],"some":[76],"sufficient":[77],"criteria":[78],"guaranteeing":[79],"synchronization":[82,104],"system":[86],"are":[87,105],"derived.":[88],"With":[89],"removal":[91],"certain":[93],"constraints":[94],"weight":[97],"parameters,":[98],"results":[100],"obtained":[102],"for":[103],"less":[106],"conservative.":[107],"To":[108],"illustrate":[109],"chaotic":[111],"characteristics":[112],"MAMNNs,":[116],"an":[117],"image":[118],"encryption":[119],"scheme":[120],"designed.":[122],"Meanwhile,":[123],"effectiveness":[125],"theories":[129],"validated":[131],"numerical":[133],"experiments.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}