{"id":"https://openalex.org/W3159538596","doi":"https://doi.org/10.1109/irps46558.2021.9405100","title":"Time series modeling of the cycle-to-cycle variability in h-BN based memristors","display_name":"Time series modeling of the cycle-to-cycle variability in h-BN based memristors","publication_year":2021,"publication_date":"2021-03-01","ids":{"openalex":"https://openalex.org/W3159538596","doi":"https://doi.org/10.1109/irps46558.2021.9405100","mag":"3159538596"},"language":"en","primary_location":{"id":"doi:10.1109/irps46558.2021.9405100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/irps46558.2021.9405100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Reliability Physics Symposium (IRPS)","raw_type":"proceedings-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/A5009851819","display_name":"J.B. Rold\u00e1n","orcid":"https://orcid.org/0000-0003-1662-6457"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. B. Roldan","raw_affiliation_strings":["Universidad de Granada, Facultad de Ciencias, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Granada, Facultad de Ciencias, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047753327","display_name":"D. Maldonado","orcid":"https://orcid.org/0000-0002-3475-9440"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. Maldonado","raw_affiliation_strings":["Universidad de Granada, Facultad de Ciencias, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Granada, Facultad de Ciencias, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101798615","display_name":"Francisco Alonso","orcid":"https://orcid.org/0000-0002-7547-0205"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. J. Alonso","raw_affiliation_strings":["Universidad de Granada, Facultad de Ciencias, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Granada, Facultad de Ciencias, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042321532","display_name":"A. Rold\u00e1n","orcid":"https://orcid.org/0000-0001-6807-7053"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. M. Roldan","raw_affiliation_strings":["Universidad de Granada, Facultad de Ciencias, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Granada, Facultad de Ciencias, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062126170","display_name":"Fei Hui","orcid":"https://orcid.org/0000-0001-6609-6189"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"F. Hui","raw_affiliation_strings":["Faculty of Materials Science and Engineering, Technion - Israel Institute of Technology, Haifa, Israel"],"affiliations":[{"raw_affiliation_string":"Faculty of Materials Science and Engineering, Technion - Israel Institute of Technology, Haifa, Israel","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100645756","display_name":"Yuanyuan Shi","orcid":"https://orcid.org/0000-0002-4836-6752"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Y. Shi","raw_affiliation_strings":["IMEC, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"IMEC, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032801293","display_name":"F. Jim\u00e9nez-Molinos","orcid":"https://orcid.org/0000-0002-8866-7568"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Jimenez-Molinos","raw_affiliation_strings":["Universidad de Granada, Facultad de Ciencias, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Granada, Facultad de Ciencias, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083522316","display_name":"Ana M. Aguilera","orcid":"https://orcid.org/0000-0003-2425-6716"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A.M. Aguilera","raw_affiliation_strings":["Universidad de Granada, Facultad de Ciencias, Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad de Granada, Facultad de Ciencias, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026635084","display_name":"Mario Lanza","orcid":"https://orcid.org/0000-0003-4756-8632"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"M. Lanza","raw_affiliation_strings":["Physical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Physical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5009851819"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":null,"apc_paid":null,"fwci":0.6016,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.66115896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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":0.9986000061035156,"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":0.9977999925613403,"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/autocorrelation","display_name":"Autocorrelation","score":0.7710314989089966},{"id":"https://openalex.org/keywords/reset","display_name":"Reset (finance)","score":0.6608496308326721},{"id":"https://openalex.org/keywords/memristor","display_name":"Memristor","score":0.6448211669921875},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6402477622032166},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6370307803153992},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.5534470677375793},{"id":"https://openalex.org/keywords/stack","display_name":"Stack (abstract data type)","score":0.49122923612594604},{"id":"https://openalex.org/keywords/resistive-touchscreen","display_name":"Resistive touchscreen","score":0.47218313813209534},{"id":"https://openalex.org/keywords/partial-autocorrelation-function","display_name":"Partial autocorrelation function","score":0.44184350967407227},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.42401063442230225},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38362643122673035},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3831750750541687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.31901922821998596},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31406599283218384},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19812312722206116},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1783643364906311},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1430155634880066},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.11821159720420837}],"concepts":[{"id":"https://openalex.org/C5297727","wikidata":"https://www.wikidata.org/wiki/Q786970","display_name":"Autocorrelation","level":2,"score":0.7710314989089966},{"id":"https://openalex.org/C2779795794","wikidata":"https://www.wikidata.org/wiki/Q7315343","display_name":"Reset (finance)","level":2,"score":0.6608496308326721},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.6448211669921875},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6402477622032166},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6370307803153992},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.5534470677375793},{"id":"https://openalex.org/C9395851","wikidata":"https://www.wikidata.org/wiki/Q177929","display_name":"Stack (abstract data type)","level":2,"score":0.49122923612594604},{"id":"https://openalex.org/C6899612","wikidata":"https://www.wikidata.org/wiki/Q852911","display_name":"Resistive touchscreen","level":2,"score":0.47218313813209534},{"id":"https://openalex.org/C114775468","wikidata":"https://www.wikidata.org/wiki/Q1258253","display_name":"Partial autocorrelation function","level":4,"score":0.44184350967407227},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.42401063442230225},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38362643122673035},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3831750750541687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.31901922821998596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31406599283218384},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19812312722206116},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1783643364906311},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1430155634880066},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.11821159720420837},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/irps46558.2021.9405100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/irps46558.2021.9405100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Reliability Physics Symposium (IRPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/668984","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/668984","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7200000286102295,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G3425053886","display_name":null,"funder_award_id":"61874075","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/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1965288361","https://openalex.org/W2034876082","https://openalex.org/W2035358534","https://openalex.org/W2120557145","https://openalex.org/W2129871911","https://openalex.org/W2162651880","https://openalex.org/W2329040051","https://openalex.org/W2477192109","https://openalex.org/W2500183209","https://openalex.org/W2763726364","https://openalex.org/W2778935320","https://openalex.org/W2798056406","https://openalex.org/W2803197370","https://openalex.org/W2803958526","https://openalex.org/W2809243821","https://openalex.org/W2886502897","https://openalex.org/W2894173111","https://openalex.org/W2903204717","https://openalex.org/W2942782536","https://openalex.org/W2945899269","https://openalex.org/W2981573258","https://openalex.org/W2987832357","https://openalex.org/W3009436876","https://openalex.org/W3027795845","https://openalex.org/W3040263581","https://openalex.org/W3042214685","https://openalex.org/W3100958316","https://openalex.org/W3114880221","https://openalex.org/W4210516398","https://openalex.org/W4251722996","https://openalex.org/W7024447007"],"related_works":["https://openalex.org/W4253828147","https://openalex.org/W4238864106","https://openalex.org/W2000117560","https://openalex.org/W2916191650","https://openalex.org/W1975547340","https://openalex.org/W122567830","https://openalex.org/W4312557201","https://openalex.org/W1602857472","https://openalex.org/W3023021339","https://openalex.org/W2082403806"],"abstract_inverted_index":{"We":[0],"have":[1,70,95,128],"characterized":[2],"and":[3,24,27,34,64,82],"modeled":[4,43],"memristor":[5],"devices":[6],"based":[7],"on":[8],"the":[9,22,32,52,60,65,85,90,107,118,133],"Au/Ti/multilayer":[10],"h-BN/Au/Ti":[11],"stack.":[12],"Resistive":[13],"switching":[14],"(RS)":[15],"operation":[16],"has":[17],"been":[18,71,129],"analysed":[19],"by":[20,49],"extracting":[21],"reset":[23,35],"set":[25,33],"voltages":[26],"currents.":[28],"The":[29],"evolution":[30],"of":[31,51],"parameters":[36],"along":[37],"a":[38,45,78,101],"RS":[39],"series":[40],"was":[41],"mathematically":[42],"in":[44,100],"cycle-to-cycle":[46],"(CTC)":[47],"basis":[48],"means":[50],"Time":[53],"Series":[54],"Analysis":[55],"(TSA).":[56],"To":[57],"do":[58],"so,":[59],"Autocorrelation":[61,67],"Functions":[62,68],"(ACF)":[63],"Partial":[66],"(PACF)":[69],"calculated.":[72],"These":[73],"tools":[74],"help":[75],"to":[76,83,109,112],"perform":[77],"comprehensive":[79],"variability":[80,116],"study":[81],"obtain":[84],"corresponding":[86],"analytical":[87],"models":[88],"within":[89],"TSA":[91],"context.":[92],"Finally,":[93],"we":[94],"included":[96],"this":[97,115],"modeling":[98],"procedure":[99],"complete":[102],"compact":[103],"model":[104],"such":[105],"as":[106],"Stanford":[108],"be":[110],"able":[111],"account":[113],"for":[114],"at":[117],"circuit":[119],"level.":[120],"Experimental":[121],"current":[122],"versus":[123],"voltage":[124],"(I-":[125],"V)":[126],"curves":[127],"correctly":[130],"fitted":[131],"with":[132],"model.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}