{"id":"https://openalex.org/W4313476715","doi":"https://doi.org/10.1109/access.2022.3233771","title":"Neuromorphic Oscillators and Electronic Implementation of One Novel MFNN Model","display_name":"Neuromorphic Oscillators and Electronic Implementation of One Novel MFNN Model","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4313476715","doi":"https://doi.org/10.1109/access.2022.3233771"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3233771","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3233771","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10004926.pdf","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10004926.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100320108","display_name":"Yue Liu","orcid":"https://orcid.org/0000-0003-1021-8970"},"institutions":[{"id":"https://openalex.org/I2802615301","display_name":"China Aerospace Science and Technology Corporation","ror":"https://ror.org/01z8tr155","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301"]},{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":"CN","type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Liu","raw_affiliation_strings":["Aerospace Times Feihong Technology Company Ltd., Beijing, China","Aerospace Time FeiHong Technology Company Limited, Beijing, China","College of Electrical and Electronic Engineering, Changchun University of Technology, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0003-1021-8970","affiliations":[{"raw_affiliation_string":"Aerospace Times Feihong Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2802615301"]},{"raw_affiliation_string":"Aerospace Time FeiHong Technology Company Limited, Beijing, China","institution_ids":[]},{"raw_affiliation_string":"College of Electrical and Electronic Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100366692","display_name":"Kun Wang","orcid":"https://orcid.org/0000-0002-9099-2781"},"institutions":[{"id":"https://openalex.org/I2802615301","display_name":"China Aerospace Science and Technology Corporation","ror":"https://ror.org/01z8tr155","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Wang","raw_affiliation_strings":["Aerospace Times Feihong Technology Company Ltd., Beijing, China","Aerospace Time FeiHong Technology Company Limited, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Times Feihong Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2802615301"]},{"raw_affiliation_string":"Aerospace Time FeiHong Technology Company Limited, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018522040","display_name":"Yuhan Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I2802615301","display_name":"China Aerospace Science and Technology Corporation","ror":"https://ror.org/01z8tr155","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhan Qian","raw_affiliation_strings":["Aerospace Times Feihong Technology Company Ltd., Beijing, China","Aerospace Time FeiHong Technology Company Limited, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Times Feihong Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2802615301"]},{"raw_affiliation_string":"Aerospace Time FeiHong Technology Company Limited, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086881470","display_name":"Xinshi Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I2802615301","display_name":"China Aerospace Science and Technology Corporation","ror":"https://ror.org/01z8tr155","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinshi Liu","raw_affiliation_strings":["Aerospace Times Feihong Technology Company Ltd., Beijing, China","Aerospace Time FeiHong Technology Company Limited, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Times Feihong Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2802615301"]},{"raw_affiliation_string":"Aerospace Time FeiHong Technology Company Limited, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100705806","display_name":"Shuaishuai Wang","orcid":"https://orcid.org/0000-0003-2060-5376"},"institutions":[{"id":"https://openalex.org/I2802615301","display_name":"China Aerospace Science and Technology Corporation","ror":"https://ror.org/01z8tr155","country_code":"CN","type":"government","lineage":["https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaishuai Wang","raw_affiliation_strings":["Aerospace Times Feihong Technology Company Ltd., Beijing, China","Aerospace Time FeiHong Technology Company Limited, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Times Feihong Technology Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2802615301"]},{"raw_affiliation_string":"Aerospace Time FeiHong Technology Company Limited, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3853,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.50394071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"16076","last_page":"16084"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9994000196456909,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.8603456020355225},{"id":"https://openalex.org/keywords/phase-portrait","display_name":"Phase portrait","score":0.7669839262962341},{"id":"https://openalex.org/keywords/biological-neuron-model","display_name":"Biological neuron model","score":0.6901297569274902},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6422808170318604},{"id":"https://openalex.org/keywords/lyapunov-exponent","display_name":"Lyapunov exponent","score":0.6312354207038879},{"id":"https://openalex.org/keywords/bifurcation","display_name":"Bifurcation","score":0.6166499853134155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5954911708831787},{"id":"https://openalex.org/keywords/bursting","display_name":"Bursting","score":0.5422225594520569},{"id":"https://openalex.org/keywords/oscillation","display_name":"Oscillation (cell signaling)","score":0.47764480113983154},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.46198683977127075},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.44757089018821716},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4130544364452362},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.3900022506713867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36345118284225464},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3228786885738373},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3016394376754761},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1701706349849701},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.094952791929245}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.8603456020355225},{"id":"https://openalex.org/C122283620","wikidata":"https://www.wikidata.org/wiki/Q2532943","display_name":"Phase portrait","level":4,"score":0.7669839262962341},{"id":"https://openalex.org/C186565885","wikidata":"https://www.wikidata.org/wiki/Q1651163","display_name":"Biological neuron model","level":3,"score":0.6901297569274902},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6422808170318604},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.6312354207038879},{"id":"https://openalex.org/C2781349735","wikidata":"https://www.wikidata.org/wiki/Q4904824","display_name":"Bifurcation","level":3,"score":0.6166499853134155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5954911708831787},{"id":"https://openalex.org/C195221683","wikidata":"https://www.wikidata.org/wiki/Q5000649","display_name":"Bursting","level":2,"score":0.5422225594520569},{"id":"https://openalex.org/C2778439541","wikidata":"https://www.wikidata.org/wiki/Q7106412","display_name":"Oscillation (cell signaling)","level":2,"score":0.47764480113983154},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.46198683977127075},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.44757089018821716},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4130544364452362},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.3900022506713867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36345118284225464},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3228786885738373},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3016394376754761},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1701706349849701},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.094952791929245},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3233771","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3233771","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10004926.pdf","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:33d76239544240c1bb4a35bcc052f47e","is_oa":true,"landing_page_url":"https://doaj.org/article/33d76239544240c1bb4a35bcc052f47e","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 16076-16084 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3233771","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3233771","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10004926.pdf","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322174","display_name":"People's Government of Jilin Province","ror":"https://ror.org/02fzqav45"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4313476715.pdf","grobid_xml":"https://content.openalex.org/works/W4313476715.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1975229527","https://openalex.org/W1985231571","https://openalex.org/W1993214330","https://openalex.org/W2035797057","https://openalex.org/W2094814021","https://openalex.org/W2499848935","https://openalex.org/W2510275545","https://openalex.org/W2513917688","https://openalex.org/W2519347890","https://openalex.org/W2549893486","https://openalex.org/W2568900579","https://openalex.org/W2608152424","https://openalex.org/W2609644863","https://openalex.org/W2624048621","https://openalex.org/W2709415709","https://openalex.org/W2772526416","https://openalex.org/W2790349423","https://openalex.org/W2802287909","https://openalex.org/W2899009617","https://openalex.org/W2901535369","https://openalex.org/W2919431997","https://openalex.org/W2963390008","https://openalex.org/W2969981162","https://openalex.org/W2972336707","https://openalex.org/W2974230004","https://openalex.org/W2979597624","https://openalex.org/W2979940327","https://openalex.org/W2981757467","https://openalex.org/W3013080934","https://openalex.org/W3035816212","https://openalex.org/W3040885796","https://openalex.org/W3047681551","https://openalex.org/W3094313818","https://openalex.org/W3110855285","https://openalex.org/W3113355378","https://openalex.org/W3119869609"],"related_works":["https://openalex.org/W2125857715","https://openalex.org/W3163241465","https://openalex.org/W2370327694","https://openalex.org/W3087986063","https://openalex.org/W4220978282","https://openalex.org/W3014798532","https://openalex.org/W4304756239","https://openalex.org/W4290044422","https://openalex.org/W4313476715","https://openalex.org/W2090312435"],"abstract_inverted_index":{"Exploring":[0],"the":[1,13,19,41,53,93,100,105,119,130,135],"equivalent":[2],"mathematical":[3],"and":[4,23,45,61,70,76,96,110,126,132],"physical":[5],"representation":[6],"of":[7,12,48,57,107,134],"biological":[8,50],"neurons":[9],"is":[10,115],"one":[11],"most":[14,101],"essential":[15,78],"tasks":[16],"for":[17],"building":[18],"complex":[20],"neural":[21],"systems":[22],"networks.":[24],"In":[25],"this":[26],"paper,":[27],"we":[28],"focus":[29],"on":[30],"constructing":[31],"a":[32],"novel":[33],"memristive":[34,108],"FitzHugh-Nagumo":[35],"Neuron":[36],"(MFNN)":[37],"model":[38],"to":[39],"simulate":[40],"nonlinear":[42,72],"oscillation":[43],"behaviors":[44,69],"neuromorphic":[46,71],"dynamics":[47,73],"some":[49],"neurons.":[51],"Then,":[52],"relationship":[54],"between":[55],"ranges":[56],"circuit":[58],"parameter":[59],"values":[60],"pinched":[62],"hysteresis":[63],"loop":[64],"are":[65,74,80,104],"presented.":[66],"Moreover,":[67],"its":[68],"analyzed":[75],"several":[77],"curves":[79],"depicted,":[81],"such":[82],"as":[83],"phase":[84],"portraits,":[85],"time-domain":[86],"waveforms,":[87],"Lyapunov":[88],"exponent":[89],"spectrums,":[90],"Poincare":[91],"maps,":[92],"bifurcation":[94],"diagrams,":[95],"so":[97],"on.":[98],"Furthermore,":[99],"important":[102],"characteristics":[103],"generation":[106],"oscillators":[109],"bursting":[111],"firing":[112],"phenomenon.":[113],"There":[114],"no":[116],"doubt":[117],"that":[118],"good":[120],"agreement":[121],"among":[122],"theoretical":[123],"analysis,":[124],"simulation":[125],"experimental":[127],"results":[128],"verifies":[129],"practicability":[131],"flexibility":[133],"configured":[136],"MFNN":[137],"model.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
