{"id":"https://openalex.org/W4225326993","doi":"https://doi.org/10.1109/irps48227.2022.9764497","title":"Statistical model of program/verify algorithms in resistive-switching memories for in-memory neural network accelerators","display_name":"Statistical model of program/verify algorithms in resistive-switching memories for in-memory neural network accelerators","publication_year":2022,"publication_date":"2022-03-01","ids":{"openalex":"https://openalex.org/W4225326993","doi":"https://doi.org/10.1109/irps48227.2022.9764497"},"language":"en","primary_location":{"id":"doi:10.1109/irps48227.2022.9764497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/irps48227.2022.9764497","pdf_url":null,"source":{"id":"https://openalex.org/S4363605693","display_name":"2022 IEEE International Reliability Physics Symposium (IRPS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 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/A5029478217","display_name":"Artem Glukhov","orcid":"https://orcid.org/0000-0001-9362-2113"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Artem Glukhov","raw_affiliation_strings":["Politecnico di Milano and IU.NET,Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB),Milan,Italy,20133"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano and IU.NET,Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB),Milan,Italy,20133","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007124999","display_name":"Valerio Milo","orcid":"https://orcid.org/0000-0002-3305-2742"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Valerio Milo","raw_affiliation_strings":["Applied Materials Italia Srl,Reggio Emilia,Italy,42124"],"affiliations":[{"raw_affiliation_string":"Applied Materials Italia Srl,Reggio Emilia,Italy,42124","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004515696","display_name":"Andrea Baroni","orcid":"https://orcid.org/0000-0002-5205-0398"},"institutions":[{"id":"https://openalex.org/I96578850","display_name":"Leibniz Institute for Neurobiology","ror":"https://ror.org/01zwmgk08","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I96578850"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andrea Baroni","raw_affiliation_strings":["IHP-Leibniz-Institut f&#x00FC;r Innovative Mikroelektronik,Frankfurt (Oder),Germany,15236"],"affiliations":[{"raw_affiliation_string":"IHP-Leibniz-Institut f&#x00FC;r Innovative Mikroelektronik,Frankfurt (Oder),Germany,15236","institution_ids":["https://openalex.org/I96578850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013456803","display_name":"Nicola Lepri","orcid":"https://orcid.org/0000-0001-7602-4058"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Lepri","raw_affiliation_strings":["Politecnico di Milano and IU.NET,Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB),Milan,Italy,20133"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano and IU.NET,Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB),Milan,Italy,20133","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084809231","display_name":"Cristian Zambelli","orcid":"https://orcid.org/0000-0001-8755-0504"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristian Zambelli","raw_affiliation_strings":["Universit&#x00E0; Degli Studi di Ferrara,Dipartimento di Ingegneria,Ferrara,Italy,44122"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Degli Studi di Ferrara,Dipartimento di Ingegneria,Ferrara,Italy,44122","institution_ids":["https://openalex.org/I201324441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069964414","display_name":"P. Olivo","orcid":"https://orcid.org/0000-0002-8751-4666"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Piero Olivo","raw_affiliation_strings":["Universit&#x00E0; Degli Studi di Ferrara,Dipartimento di Ingegneria,Ferrara,Italy,44122"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; Degli Studi di Ferrara,Dipartimento di Ingegneria,Ferrara,Italy,44122","institution_ids":["https://openalex.org/I201324441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012825870","display_name":"Eduardo P\u00e9rez","orcid":"https://orcid.org/0000-0001-7545-9420"},"institutions":[{"id":"https://openalex.org/I96578850","display_name":"Leibniz Institute for Neurobiology","ror":"https://ror.org/01zwmgk08","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I96578850"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eduardo Perez","raw_affiliation_strings":["IHP-Leibniz-Institut f&#x00FC;r Innovative Mikroelektronik,Frankfurt (Oder),Germany,15236"],"affiliations":[{"raw_affiliation_string":"IHP-Leibniz-Institut f&#x00FC;r Innovative Mikroelektronik,Frankfurt (Oder),Germany,15236","institution_ids":["https://openalex.org/I96578850"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066336061","display_name":"Christian Wenger","orcid":"https://orcid.org/0000-0003-3698-2635"},"institutions":[{"id":"https://openalex.org/I96578850","display_name":"Leibniz Institute for Neurobiology","ror":"https://ror.org/01zwmgk08","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I96578850"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Wenger","raw_affiliation_strings":["IHP-Leibniz-Institut f&#x00FC;r Innovative Mikroelektronik,Frankfurt (Oder),Germany,15236"],"affiliations":[{"raw_affiliation_string":"IHP-Leibniz-Institut f&#x00FC;r Innovative Mikroelektronik,Frankfurt (Oder),Germany,15236","institution_ids":["https://openalex.org/I96578850"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054173368","display_name":"Daniele Ielmini","orcid":"https://orcid.org/0000-0002-1853-1614"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniele Ielmini","raw_affiliation_strings":["Politecnico di Milano and IU.NET,Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB),Milan,Italy,20133"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano and IU.NET,Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB),Milan,Italy,20133","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5029478217"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":2.8961,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92205249,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3C.3","last_page":"1"},"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":0.9988999962806702,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9936000108718872,"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":0.9220917224884033},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7304137945175171},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6512365937232971},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6283608675003052},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5360904335975647},{"id":"https://openalex.org/keywords/resistive-touchscreen","display_name":"Resistive touchscreen","score":0.44914793968200684},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3678143322467804},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3279591500759125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25744280219078064},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.20436421036720276},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16510248184204102},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10606423020362854},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09309405088424683},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08857834339141846}],"concepts":[{"id":"https://openalex.org/C182019814","wikidata":"https://www.wikidata.org/wiki/Q1143830","display_name":"Resistive random-access memory","level":3,"score":0.9220917224884033},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7304137945175171},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6512365937232971},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6283608675003052},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5360904335975647},{"id":"https://openalex.org/C6899612","wikidata":"https://www.wikidata.org/wiki/Q852911","display_name":"Resistive touchscreen","level":2,"score":0.44914793968200684},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3678143322467804},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3279591500759125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25744280219078064},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.20436421036720276},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16510248184204102},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10606423020362854},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09309405088424683},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08857834339141846}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/irps48227.2022.9764497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/irps48227.2022.9764497","pdf_url":null,"source":{"id":"https://openalex.org/S4363605693","display_name":"2022 IEEE International Reliability Physics Symposium (IRPS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Reliability Physics Symposium (IRPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unife.it:11392/2501092","is_oa":false,"landing_page_url":"https://hdl.handle.net/11392/2501092","pdf_url":null,"source":{"id":"https://openalex.org/S4306400369","display_name":"Institutional Research Information System University of Ferrara (University of Ferrara)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201324441","host_organization_name":"University of Ferrara","host_organization_lineage":["https://openalex.org/I201324441"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:re.public.polimi.it:11311/1219089","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/1219089","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1695065985","https://openalex.org/W1928164400","https://openalex.org/W1943376429","https://openalex.org/W1983964264","https://openalex.org/W2030671441","https://openalex.org/W2039161462","https://openalex.org/W2045469471","https://openalex.org/W2099554009","https://openalex.org/W2565428989","https://openalex.org/W2785141883","https://openalex.org/W2805362231","https://openalex.org/W2913347375","https://openalex.org/W2919115771","https://openalex.org/W2964228333","https://openalex.org/W2970401101","https://openalex.org/W3013080934","https://openalex.org/W3028754834","https://openalex.org/W3157197680","https://openalex.org/W3161606026","https://openalex.org/W3180792321","https://openalex.org/W6734062232"],"related_works":["https://openalex.org/W2054635671","https://openalex.org/W2545245183","https://openalex.org/W2350916061","https://openalex.org/W3161624601","https://openalex.org/W2781818642","https://openalex.org/W2078381924","https://openalex.org/W4298011929","https://openalex.org/W4236809211","https://openalex.org/W2626667124","https://openalex.org/W2199653281"],"abstract_inverted_index":{"Resistive-switching":[0],"random":[1],"access":[2],"memory":[3],"(RRAM)":[4],"is":[5],"a":[6,85],"promising":[7],"technology":[8],"for":[9,88],"in-memory":[10],"computing":[11],"(IMC)":[12],"to":[13,79],"accelerate":[14],"training":[15],"and":[16,48,55],"inference":[17],"of":[18,59,65,91],"deep":[19],"neural":[20],"networks":[21],"(DNNs).":[22],"This":[23],"work":[24],"presents":[25],"the":[26,44,53,57,63,72,80],"first":[27],"physics-based":[28],"statistical":[29],"model":[30,69],"describing":[31],"(i)":[32],"multilevel":[33],"RRAM":[34,76],"device":[35],"program/verify":[36],"(PV)":[37],"algorithms":[38],"by":[39],"controlled":[40],"set":[41],"transition,":[42],"(ii)":[43],"stochastic":[45],"cycle-to-cycle":[46],"(C2C)":[47],"device-to-device":[49],"(D2D)":[50],"variations":[51],"within":[52],"array,":[54],"(iii)":[56],"impact":[58],"such":[60],"imprecisions":[61],"on":[62],"accuracy":[64],"DNN":[66,81,93],"accelerators.":[67,94],"The":[68],"can":[70],"handle":[71],"full":[73],"chain":[74],"from":[75],"materials/device":[77],"parameters":[78],"performance,":[82],"thus":[83],"providing":[84],"valuable":[86],"tool":[87],"device/circuit":[89],"codesign":[90],"hardware":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
