{"id":"https://openalex.org/W2893589831","doi":"https://doi.org/10.1109/access.2018.2872745","title":"Finite-Time Projective Synchronization of Memristor-Based BAM Neural Networks and Applications in Image Encryption","display_name":"Finite-Time Projective Synchronization of Memristor-Based BAM Neural Networks and Applications in Image Encryption","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2893589831","doi":"https://doi.org/10.1109/access.2018.2872745","mag":"2893589831"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2872745","doi":"https://doi.org/10.1109/access.2018.2872745","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2872745","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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2872745","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100442319","display_name":"Weiping Wang","orcid":"https://orcid.org/0000-0002-6796-7596","observed_orcids":["https://orcid.org/0000-0002-6796-7596"]},"institutions":[{"id":"https://openalex.org/I4210122224","display_name":"China Building Materials Academy","ror":"https://ror.org/020q9r015","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210122224","https://openalex.org/I4210152474"]}],"countries":["CN"],"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":["https://openalex.org/I4210122224"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiao Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070952629","display_name":"Xiong Luo","orcid":"https://orcid.org/0000-0002-1929-8447","observed_orcids":["https://orcid.org/0000-0002-1929-8447"]},"institutions":[{"id":"https://openalex.org/I4210122224","display_name":"China Building Materials Academy","ror":"https://ror.org/020q9r015","country_code":"CN","type":"nonprofit","lineage":["https://openalex.org/I4210122224","https://openalex.org/I4210152474"]}],"countries":["CN"],"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":["https://openalex.org/I4210122224"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016323305","display_name":"Manman Yuan","orcid":"https://orcid.org/0000-0003-4817-9372","observed_orcids":["https://orcid.org/0000-0003-4817-9372"]},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manman Yuan","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2075,"currency":"USD","value_usd":2075},"apc_paid":{"value":2075,"currency":"USD","value_usd":2075},"fwci":1.2668,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.7771636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"56457","last_page":"56476"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.8690999746322632,"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"}},"topics":[{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.8690999746322632,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.10429999977350235,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.0210999995470047,"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-based-neural-networks","display_name":"memristor-based neural networks","score":0.9599999785423279},{"id":"https://openalex.org/keywords/bidirectional-associative-memory","display_name":"bidirectional associative memory neural networks","score":0.9210000038146973},{"id":"https://openalex.org/keywords/image-encryption","display_name":"image encryption","score":0.8700000047683716},{"id":"https://openalex.org/keywords/time-delay","display_name":"time delay","score":0.39899998903274536},{"id":"https://openalex.org/keywords/stochastic-perturbation","display_name":"random perturbations","score":0.9639999866485596},{"id":"https://openalex.org/keywords/drive-response-synchronization","display_name":"master-slave synchronization","score":0.7940000295639038},{"id":"https://openalex.org/keywords/secure-image-transmission","display_name":"secure image transmission","score":0.8220000267028809}],"concepts":[{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.8256911039352417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6888560652732849},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.6726673245429993},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.6126958131790161},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.515098512172699},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5112817287445068},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5076395273208618},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4857392907142639},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4746031165122986},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4158763885498047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25579598546028137},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1460725963115692},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.11640390753746033},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0746183693408966},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2872745","doi":"https://doi.org/10.1109/access.2018.2872745","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2872745","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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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:a31eb541cb924e9d890dff47a1e5f511","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/a31eb541cb924e9d890dff47a1e5f511","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 56457-56476 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2872745","doi":"https://doi.org/10.1109/access.2018.2872745","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2872745","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,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4334742389","display_name":null,"funder_award_id":"TW201705","funder_id":"https://openalex.org/F4320325365","funder_display_name":"University of Science and Technology Beijing"},{"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/G4392973510","display_name":null,"funder_award_id":"2017YFB 0702300)","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/F4320325365","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993"},{"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":39,"referenced_works":["https://openalex.org/W626840088","https://openalex.org/W1787484557","https://openalex.org/W1974853469","https://openalex.org/W1984185638","https://openalex.org/W1991068129","https://openalex.org/W2002131976","https://openalex.org/W2003596063","https://openalex.org/W2010620862","https://openalex.org/W2012038630","https://openalex.org/W2038348996","https://openalex.org/W2046287138","https://openalex.org/W2051335294","https://openalex.org/W2057773692","https://openalex.org/W2071107252","https://openalex.org/W2083958009","https://openalex.org/W2095425517","https://openalex.org/W2125968149","https://openalex.org/W2128078255","https://openalex.org/W2134755853","https://openalex.org/W2143026326","https://openalex.org/W2159688064","https://openalex.org/W2194083193","https://openalex.org/W2215100484","https://openalex.org/W2239443241","https://openalex.org/W2515116204","https://openalex.org/W2516312590","https://openalex.org/W2525530906","https://openalex.org/W2526065658","https://openalex.org/W2603414778","https://openalex.org/W2745264798","https://openalex.org/W2748085028","https://openalex.org/W2754816662","https://openalex.org/W2762891213","https://openalex.org/W2765983619","https://openalex.org/W2782097619","https://openalex.org/W2782253665","https://openalex.org/W2782348755","https://openalex.org/W2792283919","https://openalex.org/W2793134656"],"related_works":["https://openalex.org/W4392706797","https://openalex.org/W2809951415","https://openalex.org/W2986309809","https://openalex.org/W4306382142","https://openalex.org/W2901925206","https://openalex.org/W2884624925","https://openalex.org/W3156276063","https://openalex.org/W3200972401","https://openalex.org/W4412198905","https://openalex.org/W2957633343"],"abstract_inverted_index":{"Inspired":[0],"by":[1],"security":[2,122],"applications":[3,132],"in":[4,112,136],"the":[5,12,66,74,94,104,109,117,121,124,130],"image":[6,26,75,82,126,138],"transmission,":[7],"this":[8,113],"paper":[9],"focuses":[10],"on":[11,50,86],"usage":[13],"of":[14,17,33,108,116,123,133],"chaotic":[15,80,106],"properties":[16,107],"memristor-based":[18,34],"bidirectional":[19,35],"associate":[20,36],"memory":[21,37],"neural":[22,38],"networks":[23,39],"(MBAMNNs)":[24],"for":[25],"encryption":[27,83,118,127],"against":[28],"illegal":[29],"attack.":[30],"A":[31],"class":[32],"with":[40],"delays":[41],"and":[42,47,56,129],"stochastic":[43],"perturbations":[44],"is":[45],"formulated":[46],"analyzed.":[48,141],"Based":[49],"drive-response":[51],"concept,":[52],"It\u00f4's":[53],"differential":[54],"formula":[55],"inequality":[57],"technique,":[58],"some":[59],"sufficient":[60],"criteria":[61],"are":[62,90,140],"obtained":[63],"to":[64,72,92],"guarantee":[65],"finite-time":[67,96],"projective":[68,97],"synchronization.":[69],"In":[70],"order":[71],"realize":[73],"encryption,":[76],"we":[77,101],"propose":[78],"a":[79],"color":[81],"algorithm":[84],"based":[85],"MBAMNNs.":[87],"Illustrative":[88],"examples":[89],"provided":[91],"verify":[93],"developed":[95],"synchronization":[98],"results.":[99],"And":[100],"also":[102],"show":[103],"great":[105],"models":[110,135],"proposed":[111,125],"paper.":[114],"Analysis":[115],"effect":[119],"demonstrated":[120],"algorithm,":[128],"potential":[131],"our":[134],"secure":[137],"transmission":[139]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-10-05T00:00:00"}
