{"id":"https://openalex.org/W4412536592","doi":"https://doi.org/10.1109/tcad.2025.3591412","title":"Dynamics of Double Locally Active Memristors-Based Neuron and its Circuit Implementation","display_name":"Dynamics of Double Locally Active Memristors-Based Neuron and its Circuit Implementation","publication_year":2025,"publication_date":"2025-07-21","ids":{"openalex":"https://openalex.org/W4412536592","doi":"https://doi.org/10.1109/tcad.2025.3591412"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2025.3591412","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2025.3591412","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"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 Computer-Aided Design of Integrated Circuits and Systems","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/A5083012250","display_name":"Yan Liang","orcid":"https://orcid.org/0000-0002-1768-8943"},"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":"Yan Liang","raw_affiliation_strings":["School of Electronic and Information, Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, Hangzhou Dianzi University, Hangzhou, China","Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, School of Electronic and Information, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1768-8943","affiliations":[{"raw_affiliation_string":"School of Electronic and Information, Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, School of Electronic and Information, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099842552","display_name":"Qingdian Geng","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":"Qingdian Geng","raw_affiliation_strings":["School of Electronic and Information, Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information, Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qidan Cai","orcid":"https://orcid.org/0009-0005-4092-0607"},"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":"Qidan Cai","raw_affiliation_strings":["School of Electronic and Information, Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, Hangzhou Dianzi University, Hangzhou, China","Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, School of Electronic and Information, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0005-4092-0607","affiliations":[{"raw_affiliation_string":"School of Electronic and Information, Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, School of Electronic and Information, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043802577","display_name":"Yujiao Dong","orcid":"https://orcid.org/0000-0002-1920-9678"},"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":"Yujiao Dong","raw_affiliation_strings":["School of Electronic and Information, Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, Hangzhou Dianzi University, Hangzhou, China","Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, School of Electronic and Information, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1920-9678","affiliations":[{"raw_affiliation_string":"School of Electronic and Information, Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Zhejiang Key Laboratory of Intelligent Vehicle Electronics Research, School of Electronic and Information, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","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 Computer Engineering, The University of Western Australia, Crawley, WA, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0687-4038","affiliations":[{"raw_affiliation_string":"School of Electrical, Electronic, and Computer Engineering, The University of Western Australia, Crawley, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","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":false,"raw_author_name":"Guangyi Wang","raw_affiliation_strings":["School of Electronic and Information, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6777-8234","affiliations":[{"raw_affiliation_string":"School of Electronic and Information, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024633466","display_name":"Guanrong Chen","orcid":"https://orcid.org/0000-0003-1381-7418"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Guanrong Chen","raw_affiliation_strings":["Department of Electrical Engineering, City University of Hong Kong, Hong Kong, SAR, China","Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-1381-7418","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, SAR, China","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Electrical Engineering, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9199,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76011545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"45","issue":"2","first_page":"770","last_page":"783"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9947999715805054,"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/T10320","display_name":"Neural Networks and Applications","score":0.9919000267982483,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.889080286026001},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.6181498765945435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.426434725522995},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.24527141451835632},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2061743438243866},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20337018370628357},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.08211022615432739}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.889080286026001},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.6181498765945435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.426434725522995},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.24527141451835632},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2061743438243866},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20337018370628357},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.08211022615432739}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcad.2025.3591412","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2025.3591412","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"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 Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/620213fd-5fed-4523-889d-cb2bc0e6a35b","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/620213fd-5fed-4523-889d-cb2bc0e6a35b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","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":"Liang, Y, Geng, Q, Cai, Q, Dong, Y, Iu, H H C, Wang, G & Chen, G 2026, 'Dynamics of Double Locally Active Memristors-Based Neuron and its Circuit Implementation', IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 45, no. 2, pp. 770-783. https://doi.org/10.1109/TCAD.2025.3591412","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6800000071525574}],"awards":[{"id":"https://openalex.org/G2403883163","display_name":null,"funder_award_id":"62301202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2498376936","display_name":"\u57fa\u4e8e\u5168\u5fc6\u963b\u795e\u7ecf\u5143\u7684\u8026\u5408\u7f51\u7edc\u52a8\u529b\u5b66\u5206\u6790\u53ca\u5176\u5728\u4f18\u5316\u4e2d\u7684\u5e94\u7528","funder_award_id":"LY24F010007","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G2630865284","display_name":null,"funder_award_id":"LY24F010007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3575917597","display_name":null,"funder_award_id":"LQ23F010018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G696833915","display_name":"\u5168\u5fc6\u963b\u5668\u795e\u7ecf\u7f51\u7edc\u53ca\u5176\u590d\u6742\u6a21\u5f0f\u7814\u7a76","funder_award_id":"LQ23F010018","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"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"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1973200562","https://openalex.org/W2019061854","https://openalex.org/W2066998160","https://openalex.org/W2239503530","https://openalex.org/W2891281574","https://openalex.org/W2911350522","https://openalex.org/W2938347055","https://openalex.org/W2955631546","https://openalex.org/W3016869417","https://openalex.org/W3023762473","https://openalex.org/W3025795485","https://openalex.org/W3027469258","https://openalex.org/W3044192339","https://openalex.org/W3081143752","https://openalex.org/W3085134464","https://openalex.org/W3088955936","https://openalex.org/W3125342352","https://openalex.org/W3197850821","https://openalex.org/W3199517246","https://openalex.org/W3208338759","https://openalex.org/W4205222049","https://openalex.org/W4205478780","https://openalex.org/W4224440671","https://openalex.org/W4283832479","https://openalex.org/W4309001749","https://openalex.org/W4309760588","https://openalex.org/W4386736788","https://openalex.org/W4387873853","https://openalex.org/W4387886149","https://openalex.org/W4388009916","https://openalex.org/W4390494022","https://openalex.org/W4393902660","https://openalex.org/W4394611288","https://openalex.org/W4400233224","https://openalex.org/W4400877121","https://openalex.org/W4401442117","https://openalex.org/W4401476714","https://openalex.org/W4402702840","https://openalex.org/W4403452741","https://openalex.org/W4403480973","https://openalex.org/W4406002538","https://openalex.org/W4409412184"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4229452466","https://openalex.org/W2966276069","https://openalex.org/W2304829496","https://openalex.org/W2358307108","https://openalex.org/W3031124155","https://openalex.org/W2463286374","https://openalex.org/W2052332160"],"abstract_inverted_index":{"Locally":[0],"active":[1],"memristor":[2,184],"(LAM),":[3],"which":[4,186],"has":[5,101],"an":[6,165],"ability":[7],"to":[8,46,92,106,158],"amplify":[9],"fluctuations,":[10],"is":[11,75,127,140,179],"a":[12,23,33,43,121],"natural":[13],"component":[14],"for":[15,167],"constructing":[16],"artificial":[17],"neuron":[18,26,79,161,178,194],"circuits.":[19],"This":[20],"paper":[21],"proposes":[22],"novel":[24],"third-order":[25,52],"circuit":[27,174],"by":[28,62],"paralleling":[29],"two":[30,36,94,130,147],"LAMs":[31,38],"and":[32,57,88,153,163,196],"capacitor.":[34],"Firstly,":[35],"parallel":[37],"are":[39,60,156],"equivalently":[40],"modeled":[41],"as":[42],"second-order":[44],"LAM":[45],"facilitate":[47],"theoretical":[48,152,201],"analysis.":[49,202],"Regarding":[50],"the":[51,54,78,93,97,107,113,135,143,146,160,168,177,183,189,192,197,200],"neuron,":[53],"parameter":[55],"design":[56],"operating":[58],"condition":[59],"obtained":[61],"calculating":[63],"its":[64],"small":[65],"signal":[66],"impedance":[67],"functions":[68],"poles":[69],"or":[70],"Jacobin":[71],"matrixs":[72],"eigenvalues.":[73],"It":[74],"demonstrated":[76],"that":[77],"exhibits":[80],"various":[81],"neuromorphic":[82,170],"behaviors,":[83],"including":[84],"periodic":[85],"spiking,":[86],"chaos":[87],"burst-number":[89],"adaptation.":[90],"Due":[91],"different":[95],"LAMs,":[96],"proposed":[98,193],"thirdorder":[99],"system":[100],"multiple":[102],"equilibrium":[103,124,132,149],"points,":[104],"leading":[105],"generation":[108],"of":[109,137,176,191,199],"coexisting":[110],"attractors.":[111],"Interestingly,":[112],"generated":[114],"chaotic":[115],"attractor":[116],"does":[117],"not":[118],"revolve":[119],"around":[120],"single":[122],"unstable":[123,131,148],"point,":[125],"but":[126],"located":[128],"between":[129,145],"points.":[133,150],"Furthermore,":[134],"emergence":[136],"oscillating":[138],"behaviors":[139],"dependent":[141],"on":[142,182],"distance":[144],"Detailed":[151],"simulation":[154],"analysis":[155],"presented":[157],"investigate":[159],"dynamics":[162],"provide":[164],"explanation":[166],"observed":[169],"behaviors.":[171],"Finally,":[172],"physical":[173],"implementation":[175],"constructed":[180],"based":[181],"emulator,":[185],"also":[187],"demonstrates":[188],"practicability":[190],"model":[195],"correctness":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}
