{"id":"https://openalex.org/W4318685748","doi":"https://doi.org/10.1145/3566097.3567886","title":"DependableHD","display_name":"DependableHD","publication_year":2023,"publication_date":"2023-01-16","ids":{"openalex":"https://openalex.org/W4318685748","doi":"https://doi.org/10.1145/3566097.3567886"},"language":"en","primary_location":{"id":"doi:10.1145/3566097.3567886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3566097.3567886","pdf_url":null,"source":{"id":"https://openalex.org/S4363608968","display_name":"Proceedings of the 28th Asia and South Pacific Design Automation Conference","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":"Proceedings of the 28th Asia and South Pacific Design Automation Conference","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/A5040638530","display_name":"Dehua Liang","orcid":"https://orcid.org/0000-0002-4922-3921"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Dehua Liang","raw_affiliation_strings":["Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001875763","display_name":"Hiromitsu Awano","orcid":"https://orcid.org/0000-0001-9288-471X"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiromitsu Awano","raw_affiliation_strings":["Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032938283","display_name":"Noriyuki Miura","orcid":"https://orcid.org/0000-0002-0072-6114"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Noriyuki Miura","raw_affiliation_strings":["Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107461620","display_name":"Jun Shiomi","orcid":"https://orcid.org/0000-0003-2733-9349"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"Osaka University","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jun Shiomi","raw_affiliation_strings":["Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040638530"],"corresponding_institution_ids":["https://openalex.org/I98285908"],"apc_list":null,"apc_paid":null,"fwci":2.0374,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88289323,"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":"416","last_page":"422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9997000098228455,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9995999932289124,"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/robustness","display_name":"Robustness (evolution)","score":0.8038126826286316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7406461238861084},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5759085416793823},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.5494451522827148},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.49117180705070496},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.47160205245018005},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.4416772425174713},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.413514643907547},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34549182653427124},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32620835304260254},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17517083883285522},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16914233565330505},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16597244143486023}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8038126826286316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7406461238861084},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5759085416793823},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.5494451522827148},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.49117180705070496},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.47160205245018005},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.4416772425174713},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.413514643907547},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34549182653427124},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32620835304260254},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17517083883285522},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16914233565330505},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16597244143486023},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3566097.3567886","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3566097.3567886","pdf_url":null,"source":{"id":"https://openalex.org/S4363608968","display_name":"Proceedings of the 28th Asia and South Pacific Design Automation Conference","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":"Proceedings of the 28th Asia and South Pacific Design Automation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G175668175","display_name":null,"funder_award_id":"20K19768","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7080272387","display_name":null,"funder_award_id":"JPMJFS2125","funder_id":"https://openalex.org/F4320334789","funder_display_name":"Japan Science and Technology Agency"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320334789","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1607087355","https://openalex.org/W1998525920","https://openalex.org/W2017216250","https://openalex.org/W2020875745","https://openalex.org/W2070862086","https://openalex.org/W2476008461","https://openalex.org/W2540920206","https://openalex.org/W2624514417","https://openalex.org/W2945276917","https://openalex.org/W2981860227","https://openalex.org/W3184049905","https://openalex.org/W3185223519","https://openalex.org/W3212827699","https://openalex.org/W4206557440"],"related_works":["https://openalex.org/W3125011624","https://openalex.org/W1508631387","https://openalex.org/W2370917603","https://openalex.org/W2017776670","https://openalex.org/W2952760143","https://openalex.org/W2347897961","https://openalex.org/W2979236518","https://openalex.org/W2358318464","https://openalex.org/W179829755","https://openalex.org/W4210772589"],"abstract_inverted_index":{"Voltage":[0],"scaling":[1],"is":[2,81],"one":[3],"of":[4,66,83],"the":[5,20,43,51,59,64,78,113,124,128],"most":[6,86],"promising":[7],"approaches":[8],"for":[9,69],"energy":[10,139],"efficiency":[11],"improvement":[12,110],"but":[13],"also":[14],"brings":[15],"challenges":[16],"to":[17,45,76,112,126,133],"fully":[18],"guaranteeing":[19],"stable":[21],"operation":[22],"in":[23,50,85],"modern":[24],"VLSI.":[25],"To":[26],"tackle":[27],"such":[28],"issues,":[29],"we":[30],"propose":[31],"DependableHD,":[32],"a":[33,100,137],"learning":[34],"framework":[35],"based":[36],"on":[37,104],"HyperDimensional":[38],"Computing":[39],"(HDC),":[40],"which":[41,80,106,135],"supports":[42,123],"systems":[44,125],"tolerate":[46],"bit-level":[47],"memory":[48,96],"failure":[49],"low":[52],"voltage":[53,130],"region":[54],"with":[55],"high":[56],"robustness.":[57],"For":[58],"first":[60],"time,":[61],"DependableHD":[62,98,122],"introduces":[63],"concept":[65],"margin":[67],"enhancement":[68],"model":[70],"retraining":[71],"and":[72],"utilizes":[73],"noise":[74],"injection":[75],"improve":[77],"robustness,":[79],"capable":[82],"application":[84],"state-of-the-art":[87],"HDC":[88,115],"algorithms.":[89],"Our":[90],"experiment":[91],"shows":[92,120],"that":[93,121],"under":[94],"10%":[95],"error,":[97],"exhibits":[99],"1.22%":[101],"accuracy":[102,145],"loss":[103],"average,":[105],"achieves":[107],"an":[108],"11.2\u00d7":[109],"compared":[111],"baseline":[114],"solution.":[116],"The":[117],"hardware":[118],"evaluation":[119],"reduce":[127],"supply":[129],"from":[131],"400mV":[132],"300mV,":[134],"provides":[136],"50.41%":[138],"consumption":[140],"reduction":[141],"while":[142],"maintaining":[143],"competitive":[144],"performance.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2023-02-01T00:00:00"}
