{"id":"https://openalex.org/W4401810011","doi":"https://doi.org/10.1109/drc61706.2024.10643760","title":"Read Noise Analysis in Analog Conductive-Metal-Oxide/HfO<sub>x</sub> ReRAM Devices","display_name":"Read Noise Analysis in Analog Conductive-Metal-Oxide/HfO<sub>x</sub> ReRAM Devices","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4401810011","doi":"https://doi.org/10.1109/drc61706.2024.10643760"},"language":"en","primary_location":{"id":"doi:10.1109/drc61706.2024.10643760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/drc61706.2024.10643760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Device Research Conference (DRC)","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/A5113585376","display_name":"D. Lombardo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Davide G. F. Lombardo","raw_affiliation_strings":["IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083390818","display_name":"Mamidala Saketh Ram","orcid":"https://orcid.org/0000-0002-2874-5106"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mamidala Saketh Ram","raw_affiliation_strings":["IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086140155","display_name":"Tommaso Stecconi","orcid":"https://orcid.org/0000-0001-5385-3486"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tommaso Stecconi","raw_affiliation_strings":["IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088953657","display_name":"Wooseok Choi","orcid":"https://orcid.org/0000-0003-4064-4575"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Wooseok Choi","raw_affiliation_strings":["IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018301208","display_name":"Antonio La Porta","orcid":"https://orcid.org/0000-0003-3734-1354"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Antonio La Porta","raw_affiliation_strings":["IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076459256","display_name":"Donato Francesco Falcone","orcid":"https://orcid.org/0009-0000-7474-7340"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Donato F. Falcone","raw_affiliation_strings":["IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000532047","display_name":"Bert Jan Offrein","orcid":"https://orcid.org/0000-0001-6082-0068"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Bert Offrein","raw_affiliation_strings":["IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009973223","display_name":"Valeria Bragaglia","orcid":"https://orcid.org/0000-0003-0636-4211"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Valeria Bragaglia","raw_affiliation_strings":["IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803"],"affiliations":[{"raw_affiliation_string":"IBM Research Europe-Zurich,R&#x00FC;schlikon,Switzerland,CH-8803","institution_ids":["https://openalex.org/I4210126328"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5113585376"],"corresponding_institution_ids":["https://openalex.org/I4210126328"],"apc_list":null,"apc_paid":null,"fwci":0.6659,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69314516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","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/T10472","display_name":"Semiconductor materials and devices","score":0.9998000264167786,"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/resistive-random-access-memory","display_name":"Resistive random-access memory","score":0.880102276802063},{"id":"https://openalex.org/keywords/electrical-conductor","display_name":"Electrical conductor","score":0.6303218603134155},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.5929502248764038},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.576459527015686},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5661386847496033},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.39474883675575256},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.21792972087860107},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11980006098747253},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07401412725448608}],"concepts":[{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.880102276802063},{"id":"https://openalex.org/C202374169","wikidata":"https://www.wikidata.org/wiki/Q124291","display_name":"Electrical conductor","level":2,"score":0.6303218603134155},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.5929502248764038},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.576459527015686},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5661386847496033},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.39474883675575256},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.21792972087860107},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11980006098747253},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07401412725448608},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/drc61706.2024.10643760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/drc61706.2024.10643760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Device Research Conference (DRC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1878252571","https://openalex.org/W1975904451","https://openalex.org/W2322686467","https://openalex.org/W2662553141","https://openalex.org/W3201969459","https://openalex.org/W4284992427","https://openalex.org/W4389082012","https://openalex.org/W4390743741"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2545245183","https://openalex.org/W2054635671","https://openalex.org/W2017425642","https://openalex.org/W2350916061","https://openalex.org/W1970117475","https://openalex.org/W4396815615","https://openalex.org/W3161624601","https://openalex.org/W2078381924","https://openalex.org/W1942251340"],"abstract_inverted_index":{"Analog":[0],"in-memory":[1],"computing":[2],"with":[3,172],"resistive":[4],"memory":[5],"devices":[6,46,127,168],"is":[7,72,121],"a":[8,95,112],"compelling":[9],"alternative":[10],"to":[11,42,80,86],"conventional":[12],"digital":[13],"von":[14],"Neumann":[15],"computers":[16],"[1].":[17],"Recent":[18],"advancements":[19],"in":[20,40,90,163],"learning":[21],"algorithms":[22],"and":[23,58,109,138,155,169],"hardware":[24],"optimizations":[25],"have":[26,77],"enabled":[27],"the":[28,68,91,101,116,152],"utilization":[29],"of":[30,67,103,115,119],"ReRAM":[31,45,167],"technology":[32,105],"for":[33,106],"deep":[34],"neural":[35],"network":[36],"training":[37,110],"purposes":[38],"[2],":[39],"addition":[41],"inference.":[43],"Specifically,":[44],"based":[47],"on":[48,125,134],"Conductive-Metal-Oxide":[49],"(CMO)/HfO<inf":[50],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[51,165],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">x</inf>":[52,166],"stacks":[53],"exhibit":[54],"lower":[55],"programming":[56],"stochasticity":[57],"finer":[59],"conductance":[60],"updates":[61],"[3],":[62],"[4].":[63],"The":[64],"physical":[65],"explanation":[66],"enhanced":[69],"device":[70,135],"performance":[71],"still":[73],"debated.":[74],"Previous":[75],"reports":[76],"attributed":[78],"it":[79,171],"multiple":[81],"filament":[82,97],"switching":[83],"[5],":[84],"or":[85],"oxygen":[87],"content":[88],"modulation":[89],"CMO":[92],"region":[93],"above":[94],"single":[96],"[6].":[98],"To":[99],"maximize":[100],"potential":[102],"this":[104],"both":[107],"inference":[108],"applications,":[111],"comprehensive":[113],"understanding":[114],"intrinsic":[117],"sources":[118],"noise":[120,130,146,162],"required.":[122],"Prior":[123],"research":[124],"nanometer-scale":[126],"has":[128],"demonstrated":[129],"properties":[131],"being":[132],"dependent":[133],"resistance,":[136],"frequency,":[137],"applied":[139],"voltage":[140],"[7],":[141],"[8].":[142],"In":[143],"particular,":[144],"low-frequency":[145],"measurements":[147],"offer":[148],"valuable":[149],"insights":[150],"into":[151],"electronic":[153],"transport":[154],"noise-generating":[156],"mechanisms.":[157],"This":[158],"study":[159],"investigates":[160],"read":[161],"CMO/HfO<inf":[164],"compares":[170],"other":[173],"systems.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
