{"id":"https://openalex.org/W2489917048","doi":"https://doi.org/10.1109/tcsii.2016.2591961","title":"PPV Modeling of Memristor-Based Oscillators and Application to ONN Pattern Recognition","display_name":"PPV Modeling of Memristor-Based Oscillators and Application to ONN Pattern Recognition","publication_year":2016,"publication_date":"2016-07-18","ids":{"openalex":"https://openalex.org/W2489917048","doi":"https://doi.org/10.1109/tcsii.2016.2591961","mag":"2489917048"},"language":"en","primary_location":{"id":"doi:10.1109/tcsii.2016.2591961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2016.2591961","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/A5104158170","display_name":"Hanyu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanyu Wang","raw_affiliation_strings":["Key Laboratory of Integrated Microsystems, School of Electronic and Computer Engineering, Peking University, Shenzhen Graduate School, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Integrated Microsystems, School of Electronic and Computer Engineering, Peking University, Shenzhen Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091432982","display_name":"Miao Qi","orcid":"https://orcid.org/0000-0001-5457-4702"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miao Qi","raw_affiliation_strings":["Key Laboratory of Integrated Microsystems, School of Electronic and Computer Engineering, Peking University, Shenzhen Graduate School, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Integrated Microsystems, School of Electronic and Computer Engineering, Peking University, Shenzhen Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100408002","display_name":"Bo Wang","orcid":"https://orcid.org/0000-0001-7257-0684"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wang","raw_affiliation_strings":["Key Laboratory of Integrated Microsystems, School of Electronic and Computer Engineering, Peking University, Shenzhen Graduate School, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-7257-0684","affiliations":[{"raw_affiliation_string":"Key Laboratory of Integrated Microsystems, School of Electronic and Computer Engineering, Peking University, Shenzhen Graduate School, Shenzhen, China","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5581,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.71120418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"64","issue":"6","first_page":"610","last_page":"614"},"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/T11315","display_name":"Phase-change materials and chalcogenides","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9958000183105469,"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":0.9264729022979736},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6375133395195007},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.6230653524398804},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5049818158149719},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.48963671922683716},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.44234219193458557},{"id":"https://openalex.org/keywords/perturbation","display_name":"Perturbation (astronomy)","score":0.44213658571243286},{"id":"https://openalex.org/keywords/modeling-and-simulation","display_name":"Modeling and simulation","score":0.42148786783218384},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4004887640476227},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3669782280921936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3416404128074646},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.20997342467308044},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.158871591091156},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13649356365203857}],"concepts":[{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.9264729022979736},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6375133395195007},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.6230653524398804},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5049818158149719},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.48963671922683716},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.44234219193458557},{"id":"https://openalex.org/C177918212","wikidata":"https://www.wikidata.org/wiki/Q803623","display_name":"Perturbation (astronomy)","level":2,"score":0.44213658571243286},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.42148786783218384},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4004887640476227},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3669782280921936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3416404128074646},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.20997342467308044},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.158871591091156},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13649356365203857},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsii.2016.2591961","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsii.2016.2591961","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/G3023821199","display_name":null,"funder_award_id":"61471011","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W153683814","https://openalex.org/W1544430784","https://openalex.org/W1632971677","https://openalex.org/W1974899890","https://openalex.org/W1987712409","https://openalex.org/W1990602655","https://openalex.org/W2019061854","https://openalex.org/W2051547299","https://openalex.org/W2102216069","https://openalex.org/W2111079473","https://openalex.org/W2111162116","https://openalex.org/W2203342460"],"related_works":["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","https://openalex.org/W2204001882","https://openalex.org/W190448578","https://openalex.org/W2377121108"],"abstract_inverted_index":{"An":[0],"efficient":[1,63],"perturbation":[2],"projection":[3],"vector":[4],"(PPV)":[5],"modeling":[6,40,57],"for":[7,25],"a":[8,43,49,61],"memristor-based":[9,72],"oscillator":[10],"is":[11,34,58],"proposed":[12,56],"and":[13,45],"then":[14],"applied":[15],"to":[16],"the":[17,20,30,66,71,80,83,88],"simulation":[18,47,89],"of":[19,48,65,70,82],"oscillatory":[21],"neural":[22],"network":[23,51],"(ONN)":[24],"pattern":[26],"recognition.":[27],"Compared":[28],"with":[29,52],"existing":[31],"model,":[32],"which":[33,77],"very":[35],"time":[36],"consuming,":[37],"this":[38],"novel":[39],"method":[41],"features":[42],"fast":[44],"accurate":[46],"large-scale":[50],"many":[53],"oscillators.":[54],"The":[55],"based":[59],"on":[60],"highly":[62],"abstraction":[64],"phase":[67],"sensitivity":[68],"characteristic":[69],"oscillator,":[73],"i.e.,":[74],"its":[75],"PPV,":[76],"enables":[78],"reducing":[79],"complexity":[81],"ONN":[84],"description,":[85],"speeding":[86],"up":[87],"considerably":[90],"while":[91],"retaining":[92],"comparable":[93],"precision.":[94]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
