{"id":"https://openalex.org/W4293660517","doi":"https://doi.org/10.1142/s0218127422501504","title":"Time-Delay Memristive Recurrent Neural Network and Its Complex Dynamics","display_name":"Time-Delay Memristive Recurrent Neural Network and Its Complex Dynamics","publication_year":2022,"publication_date":"2022-08-01","ids":{"openalex":"https://openalex.org/W4293660517","doi":"https://doi.org/10.1142/s0218127422501504"},"language":"en","primary_location":{"id":"doi:10.1142/s0218127422501504","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127422501504","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bifurcation and Chaos","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/A5041367076","display_name":"Wei Zhou","orcid":"https://orcid.org/0000-0002-4477-3940"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhou","raw_affiliation_strings":["Institute of Modern Circuit and Intelligent Information, Hangzhou Dianzi University, Hangzhou 310018, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Modern Circuit and Intelligent Information, Hangzhou Dianzi University, Hangzhou 310018, P. R. China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058522713","display_name":"Bowei Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowei Fu","raw_affiliation_strings":["Institute of Modern Circuit and Intelligent Information, Hangzhou Dianzi University, Hangzhou 310018, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Modern Circuit and Intelligent Information, Hangzhou Dianzi University, Hangzhou 310018, P. R. China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065201073","display_name":"Guangyi Wang","orcid":"https://orcid.org/0000-0002-6777-8234"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangyi Wang","raw_affiliation_strings":["Institute of Modern Circuit and Intelligent Information, Hangzhou Dianzi University, Hangzhou 310018, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-6777-8234","affiliations":[{"raw_affiliation_string":"Institute of Modern Circuit and Intelligent Information, Hangzhou Dianzi University, Hangzhou 310018, P. R. China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5065201073"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":0.1767,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.45767918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"32","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9997000098228455,"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":0.878210186958313},{"id":"https://openalex.org/keywords/attractor","display_name":"Attractor","score":0.6806831359863281},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6506268382072449},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5848740339279175},{"id":"https://openalex.org/keywords/lyapunov-exponent","display_name":"Lyapunov exponent","score":0.5362462401390076},{"id":"https://openalex.org/keywords/bifurcation","display_name":"Bifurcation","score":0.49215763807296753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48402708768844604},{"id":"https://openalex.org/keywords/equilibrium-point","display_name":"Equilibrium point","score":0.4773041009902954},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.4687246084213257},{"id":"https://openalex.org/keywords/bifurcation-diagram","display_name":"Bifurcation diagram","score":0.4364534020423889},{"id":"https://openalex.org/keywords/multistability","display_name":"Multistability","score":0.4330725073814392},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4283910393714905},{"id":"https://openalex.org/keywords/hyperbolic-function","display_name":"Hyperbolic function","score":0.4180494546890259},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3969421982765198},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.3459409475326538},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20047464966773987},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.17208322882652283},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.16221341490745544},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.1451117992401123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12877997756004333},{"id":"https://openalex.org/keywords/differential-equation","display_name":"Differential equation","score":0.0806226134300232}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.878210186958313},{"id":"https://openalex.org/C164380108","wikidata":"https://www.wikidata.org/wiki/Q507187","display_name":"Attractor","level":2,"score":0.6806831359863281},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6506268382072449},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5848740339279175},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.5362462401390076},{"id":"https://openalex.org/C2781349735","wikidata":"https://www.wikidata.org/wiki/Q4904824","display_name":"Bifurcation","level":3,"score":0.49215763807296753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48402708768844604},{"id":"https://openalex.org/C94766913","wikidata":"https://www.wikidata.org/wiki/Q1530271","display_name":"Equilibrium point","level":3,"score":0.4773041009902954},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.4687246084213257},{"id":"https://openalex.org/C86243350","wikidata":"https://www.wikidata.org/wiki/Q2595915","display_name":"Bifurcation diagram","level":4,"score":0.4364534020423889},{"id":"https://openalex.org/C2776966350","wikidata":"https://www.wikidata.org/wiki/Q6935096","display_name":"Multistability","level":3,"score":0.4330725073814392},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4283910393714905},{"id":"https://openalex.org/C92047909","wikidata":"https://www.wikidata.org/wiki/Q204034","display_name":"Hyperbolic function","level":2,"score":0.4180494546890259},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3969421982765198},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.3459409475326538},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20047464966773987},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.17208322882652283},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.16221341490745544},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.1451117992401123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12877997756004333},{"id":"https://openalex.org/C78045399","wikidata":"https://www.wikidata.org/wiki/Q11214","display_name":"Differential equation","level":2,"score":0.0806226134300232},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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":1,"locations":[{"id":"doi:10.1142/s0218127422501504","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127422501504","pdf_url":null,"source":{"id":"https://openalex.org/S81011612","display_name":"International Journal of Bifurcation and Chaos","issn_l":"0218-1274","issn":["0218-1274","1793-6551"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Bifurcation and Chaos","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2203475279","display_name":null,"funder_award_id":"202008330619","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G4245132902","display_name":null,"funder_award_id":"61771176","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7691954207","display_name":null,"funder_award_id":"62171173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8710217260","display_name":null,"funder_award_id":"GK208802299013-143","funder_id":"https://openalex.org/F4320321935","funder_display_name":"Hangzhou Dianzi University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321935","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1964749044","https://openalex.org/W1970974872","https://openalex.org/W2044251089","https://openalex.org/W2057939709","https://openalex.org/W2080625874","https://openalex.org/W2083528088","https://openalex.org/W2120971155","https://openalex.org/W2162651880","https://openalex.org/W2165480517","https://openalex.org/W2238781134","https://openalex.org/W2242889436","https://openalex.org/W2293085836","https://openalex.org/W2345032172","https://openalex.org/W2407840779","https://openalex.org/W2605925875","https://openalex.org/W2611406870","https://openalex.org/W2747701901","https://openalex.org/W2790975368","https://openalex.org/W2794044373","https://openalex.org/W3038000638","https://openalex.org/W3103904984"],"related_works":["https://openalex.org/W3015125480","https://openalex.org/W4295540436","https://openalex.org/W2989172535","https://openalex.org/W2972052046","https://openalex.org/W2784065298","https://openalex.org/W3115345361","https://openalex.org/W3091537324","https://openalex.org/W2784603025","https://openalex.org/W2788649590","https://openalex.org/W3043584703"],"abstract_inverted_index":{"This":[0],"paper":[1],"focuses":[2],"on":[3,14,28],"the":[4,15,44,48,51,70,81,84,89,94,100],"hybrid":[5],"effects":[6],"of":[7,50,69,91],"memristor":[8,52],"characteristics,":[9],"coupling":[10,55],"coefficient":[11,56],"and":[12,57,65,88],"time-delay":[13,23,71],"recurrent":[16,24,73],"neural":[17,25,74],"network.":[18],"We":[19],"construct":[20],"a":[21,29],"novel":[22],"network":[26,75],"based":[27],"passive":[30],"hyperbolic":[31],"tangent":[32],"memristor,":[33],"whose":[34],"instability":[35],"condition":[36],"at":[37],"equilibrium":[38],"points":[39],"is":[40],"judged":[41],"according":[42],"to":[43],"Routh":[45],"criterion.":[46],"Under":[47],"changes":[49],"internal":[53],"parameter,":[54],"time-delay,":[58],"some":[59],"complex":[60],"dynamic":[61],"behaviors,":[62],"including":[63],"chaos":[64],"various":[66],"coexisting":[67],"attractors,":[68],"memristive":[72],"are":[76,97],"observed":[77],"in":[78],"detail":[79],"through":[80,103],"bifurcation":[82],"diagram,":[83],"largest":[85],"Lyapunov":[86],"exponent,":[87],"basin":[90],"attraction.":[92],"Finally,":[93],"theoretical":[95],"results":[96],"verified":[98],"by":[99],"circuit":[101],"simulation":[102],"MULTISIM.":[104]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}