{"id":"https://openalex.org/W3211176950","doi":"https://doi.org/10.1007/s10836-021-05968-8","title":"Review of Manufacturing Process Defects and Their Effects on Memristive Devices","display_name":"Review of Manufacturing Process Defects and Their Effects on Memristive Devices","publication_year":2021,"publication_date":"2021-08-01","ids":{"openalex":"https://openalex.org/W3211176950","doi":"https://doi.org/10.1007/s10836-021-05968-8","mag":"3211176950"},"language":"en","primary_location":{"id":"doi:10.1007/s10836-021-05968-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10836-021-05968-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10836-021-05968-8.pdf","source":{"id":"https://openalex.org/S200807567","display_name":"Journal of Electronic Testing","issn_l":"0923-8174","issn":["0923-8174","1573-0727"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electronic Testing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10836-021-05968-8.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050123960","display_name":"L. M. Bolzani Poehls","orcid":"https://orcid.org/0000-0002-6043-1713"},"institutions":[{"id":"https://openalex.org/I45643870","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio Grande do Sul","ror":"https://ror.org/025vmq686","country_code":"BR","type":"education","lineage":["https://openalex.org/I45643870"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["BR","DE"],"is_corresponding":true,"raw_author_name":"L. M. Bolzani Poehls","raw_affiliation_strings":["Chair of Integrated Digital Systems and Circuit Design (IDS), RWTH Aachen University, Alemanya, Germany","Pontifical Catholic University of Rio Grande do Sul \u2013 PUCRS, School of Technology , Porto Alegre, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-6043-1713","affiliations":[{"raw_affiliation_string":"Chair of Integrated Digital Systems and Circuit Design (IDS), RWTH Aachen University, Alemanya, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Pontifical Catholic University of Rio Grande do Sul \u2013 PUCRS, School of Technology , Porto Alegre, Brazil","institution_ids":["https://openalex.org/I45643870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014825211","display_name":"Moritz Fieback","orcid":"https://orcid.org/0000-0002-9782-393X"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. C. R. Fieback","raw_affiliation_strings":["Delft, University of Technology \u2013 TU Delft, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft, University of Technology \u2013 TU Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049323019","display_name":"Susanne Hoffmann\u2010Eifert","orcid":"https://orcid.org/0000-0003-1682-826X"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S. Hoffmann-Eifert","raw_affiliation_strings":["PGI-10 &, Forschungszentrum J\u00fclich, JARA-FIT J\u00fclich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PGI-10 &, Forschungszentrum J\u00fclich, JARA-FIT J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082898315","display_name":"T. Copetti","orcid":"https://orcid.org/0000-0001-7591-6484"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. Copetti","raw_affiliation_strings":["Chair of Integrated Digital Systems and Circuit Design (IDS), RWTH Aachen University, Alemanya, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Integrated Digital Systems and Circuit Design (IDS), RWTH Aachen University, Alemanya, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027172631","display_name":"E. Brum","orcid":null},"institutions":[{"id":"https://openalex.org/I45643870","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio Grande do Sul","ror":"https://ror.org/025vmq686","country_code":"BR","type":"education","lineage":["https://openalex.org/I45643870"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"E. Brum","raw_affiliation_strings":["Pontifical Catholic University of Rio Grande do Sul \u2013 PUCRS, School of Technology , Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pontifical Catholic University of Rio Grande do Sul \u2013 PUCRS, School of Technology , Porto Alegre, Brazil","institution_ids":["https://openalex.org/I45643870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070287728","display_name":"Stephan Menzel","orcid":"https://orcid.org/0000-0002-4258-2673"},"institutions":[{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"S. Menzel","raw_affiliation_strings":["PGI-7 &, Forschungszentrum J\u00fclich, JARA-FIT J\u00fclich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PGI-7 &, Forschungszentrum J\u00fclich, JARA-FIT J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005739146","display_name":"Said Hamdioui","orcid":"https://orcid.org/0000-0002-8961-0387"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"S. Hamdioui","raw_affiliation_strings":["Delft, University of Technology \u2013 TU Delft, Delft, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft, University of Technology \u2013 TU Delft, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023628905","display_name":"Tobias Gemmeke","orcid":"https://orcid.org/0000-0003-1583-3411"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. Gemmeke","raw_affiliation_strings":["Chair of Integrated Digital Systems and Circuit Design (IDS), RWTH Aachen University, Alemanya, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Integrated Digital Systems and Circuit Design (IDS), RWTH Aachen University, Alemanya, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5050123960"],"corresponding_institution_ids":["https://openalex.org/I45643870","https://openalex.org/I887968799"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.7284,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.84691698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"37","issue":"4","first_page":"427","last_page":"437"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9987000226974487,"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/scalability","display_name":"Scalability","score":0.686530351638794},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.6224142909049988},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5393483638763428},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.4405052363872528},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4203929901123047},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.39096397161483765},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2956281304359436},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.2900342345237732},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.24137011170387268}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.686530351638794},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.6224142909049988},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5393483638763428},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.4405052363872528},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4203929901123047},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39096397161483765},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2956281304359436},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2900342345237732},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.24137011170387268},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10836-021-05968-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10836-021-05968-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10836-021-05968-8.pdf","source":{"id":"https://openalex.org/S200807567","display_name":"Journal of Electronic Testing","issn_l":"0923-8174","issn":["0923-8174","1573-0727"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electronic Testing","raw_type":"journal-article"},{"id":"pmh:oai:tudelft.nl:uuid:a8a3c22a-57c9-4d0d-838a-1d89e1fe272c","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:a8a3c22a-57c9-4d0d-838a-1d89e1fe272c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1007/s10836-021-05968-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10836-021-05968-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10836-021-05968-8.pdf","source":{"id":"https://openalex.org/S200807567","display_name":"Journal of Electronic Testing","issn_l":"0923-8174","issn":["0923-8174","1573-0727"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Electronic Testing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6899999976158142}],"awards":[{"id":"https://openalex.org/G2874908358","display_name":null,"funder_award_id":"16ES1134","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G3633006416","display_name":null,"funder_award_id":"16ES1133K","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320324232","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3211176950.pdf","grobid_xml":"https://content.openalex.org/works/W3211176950.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W149811684","https://openalex.org/W1573873562","https://openalex.org/W1998385236","https://openalex.org/W2008383242","https://openalex.org/W2014940678","https://openalex.org/W2025535306","https://openalex.org/W2028036252","https://openalex.org/W2036850929","https://openalex.org/W2059323493","https://openalex.org/W2074357625","https://openalex.org/W2075081826","https://openalex.org/W2080564856","https://openalex.org/W2096581954","https://openalex.org/W2132729131","https://openalex.org/W2142704184","https://openalex.org/W2162651880","https://openalex.org/W2178102281","https://openalex.org/W2323440075","https://openalex.org/W2534330674","https://openalex.org/W2604267591","https://openalex.org/W2613051255","https://openalex.org/W2622964704","https://openalex.org/W2624005633","https://openalex.org/W2734702312","https://openalex.org/W2768140046","https://openalex.org/W2769029411","https://openalex.org/W2775771159","https://openalex.org/W2798476846","https://openalex.org/W2800676352","https://openalex.org/W2818007000","https://openalex.org/W2886363786","https://openalex.org/W2911925285","https://openalex.org/W2971211335","https://openalex.org/W2972825382","https://openalex.org/W3007474556","https://openalex.org/W3140396777","https://openalex.org/W3177243749","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4311097251","https://openalex.org/W3014521742","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W2617868873","https://openalex.org/W3204141294","https://openalex.org/W4361251261","https://openalex.org/W2389214306"],"abstract_inverted_index":{"Abstract":[0],"Complementary":[1],"Metal":[2],"Oxide":[3],"Semiconductor":[4],"(CMOS)":[5],"technology":[6,105],"has":[7],"been":[8],"scaled":[9],"down":[10],"over":[11],"the":[12,18,24,35,103,161,172,191,213,216,230,238],"last":[13],"forty":[14],"years":[15],"making":[16],"possible":[17,202,225,239],"design":[19],"of":[20,74,85,163,175,190,215,232],"high-performance":[21],"applications,":[22],"following":[23],"predictions":[25],"made":[26],"by":[27],"Gordon":[28],"Moore":[29],"and":[30,65,76,89,115,122,186,193,220,251],"Robert":[31],"H.":[32],"Dennard":[33],"in":[34,72,83,157],"1970s.":[36],"However,":[37],"there":[38],"is":[39],"a":[40,54,169,187,222],"growing":[41],"concern":[42],"that":[43,147,153,206,229],"device":[44,195],"scaling,":[45],"while":[46],"maintaining":[47],"cost-effective":[48],"production,":[49],"will":[50],"become":[51,98],"infeasible":[52],"below":[53],"certain":[55],"feature":[56],"size.":[57],"In":[58,92],"parallel,":[59],"emerging":[60],"applications":[61,68],"including":[62],"Internet-of-Things":[63],"(IoT)":[64],"big":[66],"data":[67],"present":[69],"high":[70,116,127],"demands":[71],"terms":[73,84],"storage":[75],"computing":[77,134],"capability,":[78],"combined":[79],"with":[80],"challenging":[81],"constraints":[82],"size,":[86],"power":[87,120],"consumption":[88,121],"response":[90],"latency.":[91],"this":[93,199],"scenario,":[94],"memristive":[95,139,184,194,240],"devices":[96,140],"have":[97],"promising":[99],"candidates":[100],"to":[101,107,125,144,245],"complement":[102],"CMOS":[104,109,192],"due":[106],"their":[108,123],"manufacturing":[110,145,173,196,203],"process":[111,174],"compatibility,":[112],"great":[113],"scalability":[114],"density,":[117],"zero":[118],"standby":[119],"capacity":[124],"implement":[126],"density":[128],"memories":[129],"as":[130,132],"well":[131],"new":[133],"paradigms.":[135],"Despite":[136],"these":[137,209,233],"advantages,":[138],"are":[141,154],"also":[142],"susceptible":[143],"defects":[146],"may":[148,207],"cause":[149],"unique":[150],"faulty":[151,226],"behaviors":[152],"not":[155],"seen":[156],"CMOS,":[158],"increasing":[159],"significantly":[160],"complexity":[162],"test":[164,255],"procedures.":[165,256],"This":[166],"paper":[167,200],"provides":[168,221,235],"review":[170],"about":[171,224],"memristives":[176],"devices,":[177,185,211],"focusing":[178],"on":[179],"Valence":[180],"Change":[181],"Mechanism":[182],"(VCM)-based":[183],"comparative":[188],"analysis":[189],"processes.":[197],"Moreover,":[198],"identifies":[201],"failure":[204],"mechanisms":[205,234],"affect":[208],"novel":[210],"completing":[212],"list":[214],"already":[217],"known":[218],"mechanisms,":[219],"discussion":[223],"behaviors.":[227],"Note":[228],"identification":[231],"insights":[236],"regarding":[237],"devices\u2019":[241],"defective":[242],"behaviors,":[243],"enabling":[244],"derive":[246],"more":[247,253],"accurate":[248],"fault":[249],"models":[250],"consequently,":[252],"suitable":[254]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
