{"id":"https://openalex.org/W4393253019","doi":"https://doi.org/10.1109/tcyb.2024.3377011","title":"Constructing Multiscroll Memristive Neural Network With Local Activity Memristor and Application in Image Encryption","display_name":"Constructing Multiscroll Memristive Neural Network With Local Activity Memristor and Application in Image Encryption","publication_year":2024,"publication_date":"2024-03-28","ids":{"openalex":"https://openalex.org/W4393253019","doi":"https://doi.org/10.1109/tcyb.2024.3377011","pmid":"https://pubmed.ncbi.nlm.nih.gov/38546998"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2024.3377011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2024.3377011","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","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/A5004408998","display_name":"Qiang Lai","orcid":"https://orcid.org/0000-0002-7703-9793"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiang Lai","raw_affiliation_strings":["School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100660202","display_name":"Liang Yang","orcid":"https://orcid.org/0009-0001-1567-0184"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Yang","raw_affiliation_strings":["School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088989459","display_name":"Genwen Hu","orcid":"https://orcid.org/0000-0002-6024-3501"},"institutions":[{"id":"https://openalex.org/I13985625","display_name":"East China Jiaotong University","ror":"https://ror.org/05x2f1m38","country_code":"CN","type":"education","lineage":["https://openalex.org/I13985625"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Genwen Hu","raw_affiliation_strings":["School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Automation Engineering, East China Jiaotong University, Nanchang, China","institution_ids":["https://openalex.org/I13985625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043199495","display_name":"Zhi\u2010Hong Guan","orcid":"https://orcid.org/0000-0001-7997-0314"},"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":"Zhi-Hong Guan","raw_affiliation_strings":["School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"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":"last","author":{"id":"https://openalex.org/A5017703480","display_name":"Herbert Ho\u2010Ching Iu","orcid":"https://orcid.org/0000-0002-0687-4038"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Herbert Ho-Ching Iu","raw_affiliation_strings":["School of Electrical, Electronic, and Computing Engineering, The University of Western Australian, Crawley, WA, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronic, and Computing Engineering, The University of Western Australian, Crawley, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004408998"],"corresponding_institution_ids":["https://openalex.org/I13985625"],"apc_list":null,"apc_paid":null,"fwci":30.7179,"has_fulltext":false,"cited_by_count":148,"citation_normalized_percentile":{"value":0.99897952,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"54","issue":"7","first_page":"4039","last_page":"4048"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9968000054359436,"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":0.9968000054359436,"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/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9950000047683716,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.9469208121299744},{"id":"https://openalex.org/keywords/attractor","display_name":"Attractor","score":0.6904858946800232},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.6287789940834045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5951118469238281},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5834891200065613},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5573861002922058},{"id":"https://openalex.org/keywords/physical-neural-network","display_name":"Physical neural network","score":0.5232978463172913},{"id":"https://openalex.org/keywords/sigmoid-function","display_name":"Sigmoid function","score":0.511457085609436},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5026760101318359},{"id":"https://openalex.org/keywords/hopfield-network","display_name":"Hopfield network","score":0.41401636600494385},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30517011880874634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2538852095603943},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.17306464910507202},{"id":"https://openalex.org/keywords/types-of-artificial-neural-networks","display_name":"Types of artificial neural networks","score":0.16452458500862122},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10533475875854492},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.10239467024803162},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08627733588218689}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.9469208121299744},{"id":"https://openalex.org/C164380108","wikidata":"https://www.wikidata.org/wiki/Q507187","display_name":"Attractor","level":2,"score":0.6904858946800232},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.6287789940834045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5951118469238281},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5834891200065613},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5573861002922058},{"id":"https://openalex.org/C33766855","wikidata":"https://www.wikidata.org/wiki/Q7189618","display_name":"Physical neural network","level":5,"score":0.5232978463172913},{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.511457085609436},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5026760101318359},{"id":"https://openalex.org/C46421273","wikidata":"https://www.wikidata.org/wiki/Q1407668","display_name":"Hopfield network","level":3,"score":0.41401636600494385},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30517011880874634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2538852095603943},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.17306464910507202},{"id":"https://openalex.org/C177973122","wikidata":"https://www.wikidata.org/wiki/Q7860946","display_name":"Types of artificial neural networks","level":4,"score":0.16452458500862122},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10533475875854492},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.10239467024803162},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08627733588218689},{"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2024.3377011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2024.3377011","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:38546998","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38546998","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 cybernetics","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/1e060981-f070-467d-b4a5-7271b1cc21bf","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/1e060981-f070-467d-b4a5-7271b1cc21bf","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Lai, Q, Yang, L, Hu, G, Guan, Z H & Iu, H H C 2024, 'Constructing Multiscroll Memristive Neural Network With Local Activity Memristor and Application in Image Encryption', IEEE Transactions on Cybernetics, vol. 54, no. 7, pp. 4039-4048. https://doi.org/10.1109/TCYB.2024.3377011","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1180877929","display_name":null,"funder_award_id":"62366014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4407686573","display_name":null,"funder_award_id":"20202ACBL212003","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G5723603283","display_name":null,"funder_award_id":"20232BAB202008","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G5834366670","display_name":null,"funder_award_id":"62233007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8710036268","display_name":null,"funder_award_id":"61961019","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/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1975229527","https://openalex.org/W1996774111","https://openalex.org/W2018341541","https://openalex.org/W2030394000","https://openalex.org/W2792501991","https://openalex.org/W2896879375","https://openalex.org/W2905485843","https://openalex.org/W2940803118","https://openalex.org/W2969551671","https://openalex.org/W2998132445","https://openalex.org/W2998983737","https://openalex.org/W3036136350","https://openalex.org/W3085689225","https://openalex.org/W3094756093","https://openalex.org/W3096451400","https://openalex.org/W3098618696","https://openalex.org/W3102808035","https://openalex.org/W3112050902","https://openalex.org/W3157474654","https://openalex.org/W3165444304","https://openalex.org/W3169771080","https://openalex.org/W3208338759","https://openalex.org/W4200141568","https://openalex.org/W4210445479","https://openalex.org/W4211085182","https://openalex.org/W4221090089","https://openalex.org/W4226149041","https://openalex.org/W4296143064","https://openalex.org/W4296705203","https://openalex.org/W4304163466","https://openalex.org/W4312191458","https://openalex.org/W4313141281","https://openalex.org/W4313175134","https://openalex.org/W4319866182","https://openalex.org/W4324393746","https://openalex.org/W4367721819","https://openalex.org/W4378194661","https://openalex.org/W4385656484","https://openalex.org/W4386050581"],"related_works":["https://openalex.org/W2525520510","https://openalex.org/W1721559934","https://openalex.org/W3035288648","https://openalex.org/W2767624311","https://openalex.org/W2782859434","https://openalex.org/W2073852761","https://openalex.org/W2083092174","https://openalex.org/W2594881202","https://openalex.org/W2895726985","https://openalex.org/W2734910472"],"abstract_inverted_index":{"Memristor":[0],"possesses":[1],"synapse-like":[2],"properties":[3],"that":[4,72],"can":[5,78],"mimic":[6],"excitation":[7],"and":[8,21,58,92],"inhibition":[9],"between":[10],"neurons.":[11,44],"This":[12],"article":[13],"introduces":[14],"the":[15,19,35,50,65,68,73,80,93,99],"Sigmoid":[16],"functions":[17],"to":[18,106],"memristor":[20,77],"constructs":[22],"a":[23],"new":[24],"memristive":[25],"Hopfield":[26],"neural":[27],"network":[28,69],"(HNN).":[29],"Its":[30],"most":[31],"distinctive":[32],"feature":[33],"is":[34,88,103],"simple":[36],"topology,":[37],"which":[38],"contains":[39],"only":[40],"unidirectional":[41],"connections":[42],"in":[43,98],"The":[45],"equilibrium":[46],"points":[47],"analysis":[48],"reveals":[49],"mechanism":[51],"of":[52,67,76,82],"its":[53],"multiscroll":[54,94],"attractors":[55,61,95],"generation.":[56],"Homogeneous":[57],"heterogeneous":[59],"coexisting":[60,83],"are":[62,96],"observed":[63],"with":[64,112],"variation":[66],"parameters.":[70],"Note":[71],"state":[74],"equation":[75],"affect":[79],"number":[81],"attractors.":[84],"A":[85],"hardware":[86],"implementation":[87],"designed":[89],"for":[90],"it,":[91],"captured":[97],"oscilloscope.":[100],"Finally,":[101],"it":[102],"also":[104],"applied":[105],"developing":[107],"an":[108],"image":[109],"encryption":[110],"algorithm":[111],"excellent":[113],"performance.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":84},{"year":2024,"cited_by_count":47}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}