{"id":"https://openalex.org/W4312849006","doi":"https://doi.org/10.1109/icce-berlin56473.2022.9937118","title":"Neural network aided reference voltage adaptation for NAND flash memory","display_name":"Neural network aided reference voltage adaptation for NAND flash memory","publication_year":2022,"publication_date":"2022-09-02","ids":{"openalex":"https://openalex.org/W4312849006","doi":"https://doi.org/10.1109/icce-berlin56473.2022.9937118"},"language":"en","primary_location":{"id":"doi:10.1109/icce-berlin56473.2022.9937118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-berlin56473.2022.9937118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 12th International Conference on Consumer Electronics (ICCE-Berlin)","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/A5008361678","display_name":"Daniel Nicolas Bailon","orcid":"https://orcid.org/0000-0002-9578-0796"},"institutions":[{"id":"https://openalex.org/I9649716","display_name":"HTWG Hochschule Konstanz - Technik, Wirtschaft und Gestaltung","ror":"https://ror.org/051qw9f78","country_code":"DE","type":"education","lineage":["https://openalex.org/I9649716"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniel Nicolas Bailon","raw_affiliation_strings":["HTWG Konstanz, University of Applied Sciences,Institute for System Dynamics,Germany","Institute for System Dynamics, HTWG Konstanz, University of Applied Sciences, Germany"],"affiliations":[{"raw_affiliation_string":"HTWG Konstanz, University of Applied Sciences,Institute for System Dynamics,Germany","institution_ids":["https://openalex.org/I9649716"]},{"raw_affiliation_string":"Institute for System Dynamics, HTWG Konstanz, University of Applied Sciences, Germany","institution_ids":["https://openalex.org/I9649716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019646488","display_name":"Guillaume Taburet","orcid":null},"institutions":[{"id":"https://openalex.org/I194210350","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Ing\u00e9nieurs de Caen","ror":"https://ror.org/01fpqqe90","country_code":"FR","type":"education","lineage":["https://openalex.org/I194210350","https://openalex.org/I4210105918"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guillaume Taburet","raw_affiliation_strings":["ENSICAEN, Engineering School,France","ENSICAEN, Engineering School, France"],"affiliations":[{"raw_affiliation_string":"ENSICAEN, Engineering School,France","institution_ids":["https://openalex.org/I194210350"]},{"raw_affiliation_string":"ENSICAEN, Engineering School, France","institution_ids":["https://openalex.org/I194210350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058416031","display_name":"Sergo Shavgulidze","orcid":"https://orcid.org/0000-0001-9236-0772"},"institutions":[{"id":"https://openalex.org/I131762061","display_name":"Georgian Technical University","ror":"https://ror.org/00aamz256","country_code":"GE","type":"education","lineage":["https://openalex.org/I131762061"]}],"countries":["GE"],"is_corresponding":false,"raw_author_name":"Sergo Shavgulidze","raw_affiliation_strings":["Georgian Technical University,Faculty of Informatics and Control Systems,Georgia","Faculty of Informatics and Control Systems, Georgian Technical University, Georgia"],"affiliations":[{"raw_affiliation_string":"Georgian Technical University,Faculty of Informatics and Control Systems,Georgia","institution_ids":["https://openalex.org/I131762061"]},{"raw_affiliation_string":"Faculty of Informatics and Control Systems, Georgian Technical University, Georgia","institution_ids":["https://openalex.org/I131762061"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018506368","display_name":"J\u00fcrgen Freudenberger","orcid":"https://orcid.org/0000-0002-5913-4981"},"institutions":[{"id":"https://openalex.org/I9649716","display_name":"HTWG Hochschule Konstanz - Technik, Wirtschaft und Gestaltung","ror":"https://ror.org/051qw9f78","country_code":"DE","type":"education","lineage":["https://openalex.org/I9649716"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jurgen Freudenberger","raw_affiliation_strings":["HTWG Konstanz, University of Applied Sciences,Institute for System Dynamics,Germany","Institute for System Dynamics, HTWG Konstanz, University of Applied Sciences, Germany"],"affiliations":[{"raw_affiliation_string":"HTWG Konstanz, University of Applied Sciences,Institute for System Dynamics,Germany","institution_ids":["https://openalex.org/I9649716"]},{"raw_affiliation_string":"Institute for System Dynamics, HTWG Konstanz, University of Applied Sciences, Germany","institution_ids":["https://openalex.org/I9649716"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008361678"],"corresponding_institution_ids":["https://openalex.org/I9649716"],"apc_list":null,"apc_paid":null,"fwci":0.1381,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50029446,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2nd","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.987500011920929,"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/computer-science","display_name":"Computer science","score":0.7641639709472656},{"id":"https://openalex.org/keywords/dependability","display_name":"Dependability","score":0.6625943779945374},{"id":"https://openalex.org/keywords/nand-gate","display_name":"NAND gate","score":0.6450637578964233},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6123730540275574},{"id":"https://openalex.org/keywords/flash","display_name":"Flash (photography)","score":0.5793271660804749},{"id":"https://openalex.org/keywords/flash-memory","display_name":"Flash memory","score":0.49586495757102966},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.4511335790157318},{"id":"https://openalex.org/keywords/flash-file-system","display_name":"Flash file system","score":0.44005635380744934},{"id":"https://openalex.org/keywords/non-volatile-memory","display_name":"Non-volatile memory","score":0.43886271119117737},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.4189956784248352},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3820234537124634},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.37268492579460144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33593928813934326},{"id":"https://openalex.org/keywords/logic-gate","display_name":"Logic gate","score":0.20076969265937805},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16101107001304626},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1406061351299286},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1188124418258667},{"id":"https://openalex.org/keywords/semiconductor-memory","display_name":"Semiconductor memory","score":0.11237543821334839},{"id":"https://openalex.org/keywords/computer-memory","display_name":"Computer memory","score":0.0997467041015625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7641639709472656},{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.6625943779945374},{"id":"https://openalex.org/C124296912","wikidata":"https://www.wikidata.org/wiki/Q575178","display_name":"NAND gate","level":3,"score":0.6450637578964233},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6123730540275574},{"id":"https://openalex.org/C2777526259","wikidata":"https://www.wikidata.org/wiki/Q221836","display_name":"Flash (photography)","level":2,"score":0.5793271660804749},{"id":"https://openalex.org/C2776531357","wikidata":"https://www.wikidata.org/wiki/Q174077","display_name":"Flash memory","level":2,"score":0.49586495757102966},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.4511335790157318},{"id":"https://openalex.org/C27670709","wikidata":"https://www.wikidata.org/wiki/Q5457555","display_name":"Flash file system","level":4,"score":0.44005635380744934},{"id":"https://openalex.org/C177950962","wikidata":"https://www.wikidata.org/wiki/Q10997658","display_name":"Non-volatile memory","level":2,"score":0.43886271119117737},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.4189956784248352},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3820234537124634},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.37268492579460144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33593928813934326},{"id":"https://openalex.org/C131017901","wikidata":"https://www.wikidata.org/wiki/Q170451","display_name":"Logic gate","level":2,"score":0.20076969265937805},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16101107001304626},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1406061351299286},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1188124418258667},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.11237543821334839},{"id":"https://openalex.org/C92855701","wikidata":"https://www.wikidata.org/wiki/Q5830907","display_name":"Computer memory","level":3,"score":0.0997467041015625},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","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},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icce-berlin56473.2022.9937118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-berlin56473.2022.9937118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 12th International Conference on Consumer Electronics (ICCE-Berlin)","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.uni-konstanz.de-htwg:3357","is_oa":false,"landing_page_url":"https://opus.htwg-konstanz.de/frontdoor/index/index/docId/3357","pdf_url":null,"source":{"id":"https://openalex.org/S4306400170","display_name":"URN-Resolver at the German National Library (German National Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802635041","host_organization_name":"Technische Informationsbibliothek (TIB)","host_organization_lineage":["https://openalex.org/I2802635041"],"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":"doc-type:conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.5199999809265137,"display_name":"Responsible consumption and production"}],"awards":[{"id":"https://openalex.org/G2927705061","display_name":null,"funder_award_id":"16ES1045","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1561765946","https://openalex.org/W1982833044","https://openalex.org/W1989717322","https://openalex.org/W2005099286","https://openalex.org/W2014536047","https://openalex.org/W2055550117","https://openalex.org/W2087070363","https://openalex.org/W2155622784","https://openalex.org/W2284689775","https://openalex.org/W2479330993","https://openalex.org/W2484830184","https://openalex.org/W2489439822","https://openalex.org/W2527982577","https://openalex.org/W2621414262","https://openalex.org/W2775777339","https://openalex.org/W2790635268","https://openalex.org/W2999794310","https://openalex.org/W3001116825","https://openalex.org/W3036162342","https://openalex.org/W3135700122","https://openalex.org/W3163920388","https://openalex.org/W4236170267","https://openalex.org/W6795400762"],"related_works":["https://openalex.org/W2375456104","https://openalex.org/W1985253609","https://openalex.org/W2377021172","https://openalex.org/W2144895724","https://openalex.org/W2376514276","https://openalex.org/W2368621827","https://openalex.org/W2764374705","https://openalex.org/W1979028768","https://openalex.org/W2492851785","https://openalex.org/W2372896093"],"abstract_inverted_index":{"Large":[0],"persistent":[1],"memory":[2,38],"is":[3,145],"crucial":[4],"for":[5,30,111,127,166],"many":[6],"applications":[7,23],"in":[8],"embedded":[9],"systems":[10],"and":[11,18,40,58,69],"automotive":[12,32],"computing":[13],"like":[14],"AI":[15],"databases,":[16],"ADAS,":[17],"cutting-edge":[19],"infotainment":[20],"systems.":[21],"Such":[22],"require":[24],"reliable":[25],"NAND":[26,47,65],"flash":[27,48,66,78],"memories":[28,49],"made":[29],"harsh":[31],"conditions.":[33,169],"However,":[34],"due":[35,81],"to":[36,82,105],"high":[37],"densities":[39],"production":[41],"tolerances,":[42],"the":[43,53,59,77,91,107,116,124,128,142],"error":[44],"probability":[45],"of":[46,55,76,93,118,141,152],"has":[50],"risen.":[51],"As":[52],"number":[54],"program/erase":[56],"cycles":[57],"data":[60,126],"retention":[61],"times":[62],"increase,":[63],"non-volatile":[64],"memories'":[67],"performance":[68],"dependability":[70],"suffer.":[71],"The":[72,97,160],"read":[73,108],"reference":[74,94,109],"voltages":[75,110],"cells":[79],"vary":[80],"these":[83],"aging":[84],"processes.":[85],"In":[86],"this":[87],"work,":[88],"we":[89],"consider":[90],"issue":[92],"voltage":[95],"adaption.":[96],"considered":[98],"estimation":[99],"procedure":[100],"uses":[101],"shallow":[102],"neural":[103,129,143,162],"networks":[104,130,144,163],"estimate":[106],"different":[112],"life-cycle":[113,168],"conditions":[114],"with":[115],"help":[117],"histogram":[119],"measurements.":[120],"We":[121],"demonstrate":[122],"that":[123],"training":[125,140,158],"can":[131],"be":[132],"enhanced":[133],"by":[134],"using":[135],"shifted":[136],"histograms,":[137],"i.e.,":[138],"a":[139,149],"possible":[146],"based":[147],"on":[148],"few":[150],"measurements":[151],"some":[153],"extreme":[154],"points":[155],"used":[156],"as":[157],"data.":[159],"trained":[161],"generalize":[164],"well":[165],"other":[167]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2023-01-05T00:00:00"}
