{"id":"https://openalex.org/W4408615600","doi":"https://doi.org/10.1142/s0218127425500531","title":"Chaotic Dynamics of Memristor-Coupled Tabu Learning Neuronal Network","display_name":"Chaotic Dynamics of Memristor-Coupled Tabu Learning Neuronal Network","publication_year":2025,"publication_date":"2025-03-19","ids":{"openalex":"https://openalex.org/W4408615600","doi":"https://doi.org/10.1142/s0218127425500531"},"language":"en","primary_location":{"id":"doi:10.1142/s0218127425500531","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127425500531","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/A5062251029","display_name":"Quanli Deng","orcid":"https://orcid.org/0000-0002-4015-5280"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanli Deng","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P.\u00a0R.\u00a0China","College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-4015-5280","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P. R. China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358099","display_name":"Chunhua Wang","orcid":"https://orcid.org/0000-0001-6522-9795"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]},{"id":"https://openalex.org/I2799285752","display_name":"Bay Institute","ror":"https://ror.org/02bgarq81","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2799285752"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Chunhua Wang","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P.\u00a0R.\u00a0China","Greater Bay Area Institute for Innovation, Hunan University, Guangzhou 511300, P.\u00a0R.\u00a0China","Greater Bay Area Institute for Innovation, Hunan University, Guangzhou 511300, P. R. China","College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P. R. China"],"raw_orcid":"https://orcid.org/0000-0001-6522-9795","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"Greater Bay Area Institute for Innovation, Hunan University, Guangzhou 511300, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I2799285752"]},{"raw_affiliation_string":"Greater Bay Area Institute for Innovation, Hunan University, Guangzhou 511300, P. R. China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P. R. China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082871464","display_name":"Gang Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Yang","raw_affiliation_strings":["College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P.\u00a0R.\u00a0China","College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P. R. China"],"raw_orcid":"https://orcid.org/0000-0001-6654-7349","affiliations":[{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I16609230"]},{"raw_affiliation_string":"College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, P. R. China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.621,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.98454957,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"35","issue":"05","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":0.9850999712944031,"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":0.9850999712944031,"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/T10320","display_name":"Neural Networks and Applications","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9783999919891357,"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":0.8842476606369019},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.7348628640174866},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5404695868492126},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.5138752460479736},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4994947910308838},{"id":"https://openalex.org/keywords/chaotic-systems","display_name":"Chaotic systems","score":0.41903188824653625},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36356526613235474},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.34487104415893555},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30187052488327026},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1860765814781189},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1025262176990509},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.09202390909194946},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.08393946290016174}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.8842476606369019},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.7348628640174866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5404695868492126},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5138752460479736},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4994947910308838},{"id":"https://openalex.org/C2987469083","wikidata":"https://www.wikidata.org/wiki/Q166314","display_name":"Chaotic systems","level":3,"score":0.41903188824653625},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36356526613235474},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.34487104415893555},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30187052488327026},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1860765814781189},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1025262176990509},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.09202390909194946},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.08393946290016174},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218127425500531","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218127425500531","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/G6859453085","display_name":null,"funder_award_id":"62271197","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8970371768","display_name":null,"funder_award_id":"2024A1515011910","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1830818393","https://openalex.org/W1984431842","https://openalex.org/W2010555751","https://openalex.org/W2023323873","https://openalex.org/W2034040222","https://openalex.org/W2059020343","https://openalex.org/W2112246162","https://openalex.org/W2978246915","https://openalex.org/W3022869109","https://openalex.org/W3119717233","https://openalex.org/W3136426558","https://openalex.org/W3168919124","https://openalex.org/W3188110435","https://openalex.org/W3193028952","https://openalex.org/W3203906445","https://openalex.org/W4292635813","https://openalex.org/W4293288624","https://openalex.org/W4302293958","https://openalex.org/W4317623066","https://openalex.org/W4320890251","https://openalex.org/W4375851508","https://openalex.org/W4380877466","https://openalex.org/W4385296866","https://openalex.org/W4385657519","https://openalex.org/W4385757429","https://openalex.org/W4386102559","https://openalex.org/W4386892753","https://openalex.org/W4387908234","https://openalex.org/W4388802548","https://openalex.org/W4389264283","https://openalex.org/W4389347592","https://openalex.org/W4389578993","https://openalex.org/W4389952311","https://openalex.org/W4390423503","https://openalex.org/W4390517532","https://openalex.org/W4391309484","https://openalex.org/W4391604780","https://openalex.org/W4391620018","https://openalex.org/W4391926674","https://openalex.org/W4392450324","https://openalex.org/W4392603617","https://openalex.org/W4393190466","https://openalex.org/W4394589936","https://openalex.org/W4394619913","https://openalex.org/W4396523244","https://openalex.org/W4396807579","https://openalex.org/W4396921442","https://openalex.org/W4396938475","https://openalex.org/W4398224490","https://openalex.org/W4399041375","https://openalex.org/W4399194578","https://openalex.org/W4399463517","https://openalex.org/W4401247348","https://openalex.org/W4401932070","https://openalex.org/W4402242200","https://openalex.org/W4403202085","https://openalex.org/W4403353425","https://openalex.org/W4404024887","https://openalex.org/W4407205232","https://openalex.org/W4407792652"],"related_works":["https://openalex.org/W4229452466","https://openalex.org/W2000787201","https://openalex.org/W2068371111","https://openalex.org/W2353662484","https://openalex.org/W4396918112","https://openalex.org/W2379159072","https://openalex.org/W1967357715","https://openalex.org/W2362543848","https://openalex.org/W2367947269","https://openalex.org/W2355630958"],"abstract_inverted_index":{"This":[0,87],"paper":[1],"presents":[2],"an":[3],"investigation":[4],"into":[5],"the":[6,43,54,61,83,90,106,109,113,118,133],"dynamics":[7,111],"of":[8,20,56,92,108],"a":[9,140],"Memristor-Coupled":[10],"Heterogeneous":[11],"Tabu":[12,21],"Learning":[13],"Neuronal":[14],"Network":[15],"(MCTLNN)":[16],"comprising":[17],"distinct":[18],"types":[19],"learning":[22],"neurons.":[23],"The":[24],"network":[25],"adopts":[26],"both":[27],"monotone":[28],"and":[29,75,99],"nonmonotone":[30],"composite":[31],"hyperbolic":[32],"tangent":[33],"functions":[34],"as":[35,96],"activation":[36],"mechanisms.":[37],"A":[38,50],"sinusoidal":[39],"function-based":[40],"memristor":[41],"interconnects":[42],"neurons,":[44],"leading":[45],"to":[46],"intriguing":[47],"dynamical":[48],"interactions.":[49],"theoretical":[51,135],"analysis":[52],"reveals":[53],"existence":[55],"infinitely":[57],"many":[58],"equilibria":[59],"in":[60],"MCTLNN.":[62],"Utilizing":[63],"multiple":[64],"numerical":[65],"simulation":[66],"methods,":[67],"including":[68],"phase":[69],"portraits,":[70],"Lyapunov":[71],"exponents,":[72],"bifurcation":[73],"diagrams,":[74],"local":[76],"attraction":[77],"basin":[78],"analyses,":[79],"we":[80,104],"systematically":[81],"investigate":[82],"system\u2019s":[84,110],"complex":[85],"dynamics.":[86],"study":[88],"discovers":[89],"coexistence":[91],"diverse":[93],"attractors,":[94],"such":[95],"heterogeneous,":[97],"symmetric,":[98],"initial":[100,114],"offset-boosted":[101],"attractors.":[102],"Notably,":[103],"explore":[105],"dependence":[107],"on":[112],"conditions,":[115],"specifically":[116],"highlighting":[117],"initially":[119],"offset":[120],"boosting":[121],"phenomenon":[122],"through":[123],"extensive":[124],"simulations.":[125],"Analog":[126],"circuit-based":[127],"hardware":[128],"implementation":[129],"not":[130],"only":[131],"confirms":[132],"model\u2019s":[134],"predictions,":[136],"but":[137],"also":[138],"provides":[139],"platform":[141],"for":[142],"brain-inspired":[143],"computing":[144],"applications.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":19}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}