{"id":"https://openalex.org/W4388505452","doi":"https://doi.org/10.1109/tcsii.2023.3331058","title":"Scroll-Growth and Scroll-Control Attractors in Memristive Bi-Neuron Hopfield Neural Network","display_name":"Scroll-Growth and Scroll-Control Attractors in Memristive Bi-Neuron Hopfield Neural Network","publication_year":2023,"publication_date":"2023-11-08","ids":{"openalex":"https://openalex.org/W4388505452","doi":"https://doi.org/10.1109/tcsii.2023.3331058"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2023.3331058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2023.3331058","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","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/A5100742431","display_name":"Fangyuan Li","orcid":"https://orcid.org/0009-0001-3946-5724"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]},{"id":"https://openalex.org/I4210164796","display_name":"Nanjing Polytechnic Institute","ror":"https://ror.org/05tt6m403","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210164796"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangyuan Li","raw_affiliation_strings":["School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China","School of Electronic Information, Nanjing Vocational College of Information Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0001-3946-5724","affiliations":[{"raw_affiliation_string":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"School of Electronic Information, Nanjing Vocational College of Information Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210164796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088765569","display_name":"Lianfa Bai","orcid":"https://orcid.org/0000-0002-6688-4529"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianfa Bai","raw_affiliation_strings":["School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-6688-4529","affiliations":[{"raw_affiliation_string":"School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037968506","display_name":"Zhuguan Chen","orcid":"https://orcid.org/0009-0004-6748-0392"},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuguan Chen","raw_affiliation_strings":["School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China","institution_ids":["https://openalex.org/I4210153482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017925448","display_name":"Bocheng Bao","orcid":"https://orcid.org/0000-0001-6413-3038"},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bocheng Bao","raw_affiliation_strings":["School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6413-3038","affiliations":[{"raw_affiliation_string":"School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China","institution_ids":["https://openalex.org/I4210153482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6004,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.93709111,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"71","issue":"4","first_page":"2354","last_page":"2358"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9990000128746033,"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":0.998199999332428,"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/attractor","display_name":"Attractor","score":0.7248290181159973},{"id":"https://openalex.org/keywords/scroll","display_name":"Scroll","score":0.6766440868377686},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6274263858795166},{"id":"https://openalex.org/keywords/emi","display_name":"EMI","score":0.5940122604370117},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.5768853425979614},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.57038813829422},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.568254828453064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5124878883361816},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.5059358477592468},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.4165725111961365},{"id":"https://openalex.org/keywords/electromagnetic-interference","display_name":"Electromagnetic interference","score":0.3972289562225342},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2687804102897644},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.24094146490097046},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2088141143321991},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.19682618975639343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15949654579162598},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14837288856506348},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.10434764623641968},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0847514271736145}],"concepts":[{"id":"https://openalex.org/C164380108","wikidata":"https://www.wikidata.org/wiki/Q507187","display_name":"Attractor","level":2,"score":0.7248290181159973},{"id":"https://openalex.org/C2781324535","wikidata":"https://www.wikidata.org/wiki/Q720106","display_name":"Scroll","level":2,"score":0.6766440868377686},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6274263858795166},{"id":"https://openalex.org/C43461449","wikidata":"https://www.wikidata.org/wiki/Q2495531","display_name":"EMI","level":3,"score":0.5940122604370117},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.5768853425979614},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.57038813829422},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.568254828453064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5124878883361816},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.5059358477592468},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4165725111961365},{"id":"https://openalex.org/C184892835","wikidata":"https://www.wikidata.org/wiki/Q1474513","display_name":"Electromagnetic interference","level":2,"score":0.3972289562225342},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2687804102897644},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.24094146490097046},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2088141143321991},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.19682618975639343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15949654579162598},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14837288856506348},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10434764623641968},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0847514271736145},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsii.2023.3331058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2023.3331058","pdf_url":null,"source":{"id":"https://openalex.org/S93916849","display_name":"IEEE Transactions on Circuits & Systems II Express Briefs","issn_l":"1549-7747","issn":["1549-7747","1558-3791"],"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 Circuits and Systems II: Express Briefs","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5277820061","display_name":null,"funder_award_id":"62271088","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1975229527","https://openalex.org/W1980003568","https://openalex.org/W2114810947","https://openalex.org/W2969551671","https://openalex.org/W3089195263","https://openalex.org/W3102808035","https://openalex.org/W3119717233","https://openalex.org/W3203582892","https://openalex.org/W3211439587","https://openalex.org/W4200251901","https://openalex.org/W4213011102","https://openalex.org/W4288735106","https://openalex.org/W4293211510","https://openalex.org/W4312191458","https://openalex.org/W4312777147","https://openalex.org/W4313141281","https://openalex.org/W4313175134","https://openalex.org/W4320713113","https://openalex.org/W4320890251","https://openalex.org/W4322102728","https://openalex.org/W4324393746","https://openalex.org/W4377292685"],"related_works":["https://openalex.org/W1995550449","https://openalex.org/W2034480496","https://openalex.org/W1495775186","https://openalex.org/W2303440239","https://openalex.org/W76001227","https://openalex.org/W2349537384","https://openalex.org/W2020717343","https://openalex.org/W2041511579","https://openalex.org/W1986241886","https://openalex.org/W3120066331"],"abstract_inverted_index":{"Electromagnetic":[0],"induction":[1],"(EMI)":[2],"is":[3,56],"an":[4],"external":[5,20],"interference":[6],"in":[7],"electrophysiological":[8],"environment,":[9],"which":[10],"can":[11],"be":[12],"characterized":[13],"by":[14,58],"a":[15,28,38,52,60],"flux-controlled":[16],"memristor.":[17],"By":[18],"replacing":[19],"stimulation":[21],"with":[22,47,69],"EMI":[23],"current,":[24],"this":[25],"brief":[26],"presents":[27],"3D":[29],"memristive":[30],"bi-neuron":[31],"Hopfield":[32],"neural":[33],"network":[34],"(MBN-HNN).":[35],"MBN-HNN":[36,64],"has":[37],"line":[39],"equilibrium":[40],"set":[41],"and":[42,65],"produces":[43],"multi-scroll":[44,66],"chaotic":[45,67],"attractors":[46,68],"scroll-growth":[48],"over":[49],"time.":[50],"Further,":[51],"scroll-":[53],"control":[54],"method":[55],"proposed":[57],"nesting":[59],"saturation":[61],"function":[62],"into":[63],"controllable":[70],"scrolls":[71],"are":[72],"displayed.":[73],"Besides,":[74],"STM32":[75],"hardware":[76],"experiments":[77],"confirm":[78],"numerical":[79],"simulations.":[80]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
