{"id":"https://openalex.org/W3024295119","doi":"https://doi.org/10.1002/aisy.202000066","title":"NbO<sub>2</sub> Memristive Neurons for Burst\u2010Based Perceptron","display_name":"NbO<sub>2</sub> Memristive Neurons for Burst\u2010Based Perceptron","publication_year":2020,"publication_date":"2020-05-12","ids":{"openalex":"https://openalex.org/W3024295119","doi":"https://doi.org/10.1002/aisy.202000066","mag":"3024295119"},"language":"en","primary_location":{"id":"doi:10.1002/aisy.202000066","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202000066","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1002/aisy.202000066","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056505699","display_name":"Yeheng Bo","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yeheng Bo","raw_affiliation_strings":["Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology Faculty of Science Tianjin University  Tianjin 300354 P. R. China","Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology, Faculty of Science, Tianjin University, Tianjin, 300354 P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology Faculty of Science Tianjin University  Tianjin 300354 P. R. China","institution_ids":["https://openalex.org/I136765683","https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology, Faculty of Science, Tianjin University, Tianjin, 300354 P. R. China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364198","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0002-9418-0684"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology Faculty of Science Tianjin University  Tianjin 300354 P. R. China","Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology, Faculty of Science, Tianjin University, Tianjin, 300354 P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology Faculty of Science Tianjin University  Tianjin 300354 P. R. China","institution_ids":["https://openalex.org/I136765683","https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology, Faculty of Science, Tianjin University, Tianjin, 300354 P. R. China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029686964","display_name":"Ziqing Luo","orcid":"https://orcid.org/0009-0001-0719-3445"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqing Luo","raw_affiliation_strings":["Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology Faculty of Science Tianjin University  Tianjin 300354 P. R. China","Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology, Faculty of Science, Tianjin University, Tianjin, 300354 P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology Faculty of Science Tianjin University  Tianjin 300354 P. R. China","institution_ids":["https://openalex.org/I136765683","https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology, Faculty of Science, Tianjin University, Tianjin, 300354 P. R. China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100424110","display_name":"Shuai Li","orcid":"https://orcid.org/0000-0002-8349-2674"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210120156","display_name":"Laboratoire Albert Fert","ror":"https://ror.org/02erddr56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210120156","https://openalex.org/I4210140930"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Shuai Li","raw_affiliation_strings":["Unit\u00e9 Mixte de Physique CNRS/Thales Universit\u00e9 Paris-Saclay  91767 Palaiseau France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit\u00e9 Mixte de Physique CNRS/Thales Universit\u00e9 Paris-Saclay  91767 Palaiseau France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210120156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038059724","display_name":"Juan Song","orcid":"https://orcid.org/0000-0002-6030-8037"},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]},{"id":"https://openalex.org/I4210141816","display_name":"Central Hospital of Putuo District","ror":"https://ror.org/04nwd2p56","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Song","raw_affiliation_strings":["Department of Emergency Medicine Putuo District Central Hospital Shanghai University of Traditional Chinese Medicine  Shanghai 200062 P. R. China","Department of Emergency Medicine, Putuo District Central Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062 P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine Putuo District Central Hospital Shanghai University of Traditional Chinese Medicine  Shanghai 200062 P. R. China","institution_ids":["https://openalex.org/I4210098460","https://openalex.org/I4210141816"]},{"raw_affiliation_string":"Department of Emergency Medicine, Putuo District Central Hospital, Shanghai University of Traditional Chinese Medicine, Shanghai, 200062 P. R. China","institution_ids":["https://openalex.org/I4210098460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006583560","display_name":"Xinjun Liu","orcid":"https://orcid.org/0000-0001-9003-9299"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinjun Liu","raw_affiliation_strings":["Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology Faculty of Science Tianjin University  Tianjin 300354 P. R. China","Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology, Faculty of Science, Tianjin University, Tianjin, 300354 P. R. China"],"raw_orcid":"https://orcid.org/0000-0001-9003-9299","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology Faculty of Science Tianjin University  Tianjin 300354 P. R. China","institution_ids":["https://openalex.org/I136765683","https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Low Dimensional Materials Physics and Preparation Technology, Faculty of Science, Tianjin University, Tianjin, 300354 P. R. China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5006583560"],"corresponding_institution_ids":["https://openalex.org/I136765683","https://openalex.org/I162868743"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":1.4645,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.81064083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2","issue":"8","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":1.0,"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":1.0,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9991000294685364,"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":0.9988999962806702,"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/bursting","display_name":"Bursting","score":0.9397150278091431},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.9034738540649414},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.8236446380615234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6314602494239807},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5734462738037109},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5520817637443542},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.5179070830345154},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.5079033970832825},{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.5033296942710876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45971205830574036},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3282288908958435},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3163214325904846},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1237402856349945},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.12129667401313782},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10752695798873901},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09792026877403259}],"concepts":[{"id":"https://openalex.org/C195221683","wikidata":"https://www.wikidata.org/wiki/Q5000649","display_name":"Bursting","level":2,"score":0.9397150278091431},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.9034738540649414},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.8236446380615234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6314602494239807},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5734462738037109},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5520817637443542},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.5179070830345154},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.5079033970832825},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.5033296942710876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45971205830574036},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3282288908958435},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3163214325904846},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1237402856349945},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.12129667401313782},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10752695798873901},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09792026877403259},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1002/aisy.202000066","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202000066","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:40b3a0d373f046f78f93f3e43fc63ab1","is_oa":true,"landing_page_url":"https://doaj.org/article/40b3a0d373f046f78f93f3e43fc63ab1","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":"Advanced Intelligent Systems, Vol 2, Iss 8, Pp n/a-n/a (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1002/aisy.202000066","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202000066","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1576838367","https://openalex.org/W1966025990","https://openalex.org/W2002123600","https://openalex.org/W2066233856","https://openalex.org/W2088654191","https://openalex.org/W2126810113","https://openalex.org/W2129610161","https://openalex.org/W2136288682","https://openalex.org/W2156640153","https://openalex.org/W2255969142","https://openalex.org/W2771420577","https://openalex.org/W2891281574","https://openalex.org/W2916724483","https://openalex.org/W2963235895","https://openalex.org/W3099086962"],"related_works":["https://openalex.org/W1872623660","https://openalex.org/W4292697011","https://openalex.org/W3207218810","https://openalex.org/W3212508523","https://openalex.org/W1995352804","https://openalex.org/W2086672837","https://openalex.org/W2016922062","https://openalex.org/W4367187682","https://openalex.org/W2909534142","https://openalex.org/W3215957123"],"abstract_inverted_index":{"Neuromorphic":[0],"computing":[1,10],"using":[2,89],"spike\u2010based":[3],"learning":[4],"has":[5],"broad":[6],"prospects":[7],"in":[8,83,114],"reducing":[9],"power.":[11],"Memristive":[12],"neurons":[13,41],"composed":[14],"with":[15],"two":[16],"locally":[17],"active":[18],"memristors":[19],"have":[20],"been":[21],"used":[22],"to":[23,97],"mimic":[24],"the":[25,32,47,50,56,64,67,90,109],"dynamical":[26],"behaviors":[27],"of":[28,36,59,66,69,92,112],"biological":[29],"neurons.":[30],"Herein,":[31],"dynamic":[33],"operating":[34],"conditions":[35],"NbO":[37],"2":[38],"\u2010based":[39],"memristive":[40],"and":[42,49,63,80],"their":[43],"transformation":[44],"boundaries":[45],"between":[46],"spiking":[48,115],"bursting":[51,60,95],"are":[52],"comprehensively":[53],"investigated.":[54],"Furthermore,":[55],"underlying":[57],"mechanism":[58],"is":[61,75,100],"analyzed,":[62],"controllability":[65],"number":[68,91],"spikes":[70,93],"during":[71],"each":[72],"burst":[73],"period":[74,96],"demonstrated.":[76],"Finally,":[77],"pattern":[78],"classification":[79],"information":[81,99],"transmitting":[82],"a":[84,105],"perceptron":[85],"neural":[86,116],"network":[87],"by":[88],"per":[94],"encode":[98],"proposed.":[101],"The":[102],"results":[103],"show":[104],"promising":[106],"approach":[107],"for":[108],"practical":[110],"implementation":[111],"neuristor":[113],"networks.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2020-05-21T00:00:00"}