{"id":"https://openalex.org/W3183835343","doi":"https://doi.org/10.23919/date51398.2021.9474120","title":"Exploring Deep Learning for In-Field Fault Detection in Microprocessors","display_name":"Exploring Deep Learning for In-Field Fault Detection in Microprocessors","publication_year":2021,"publication_date":"2021-02-01","ids":{"openalex":"https://openalex.org/W3183835343","doi":"https://doi.org/10.23919/date51398.2021.9474120","mag":"3183835343"},"language":"en","primary_location":{"id":"doi:10.23919/date51398.2021.9474120","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date51398.2021.9474120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","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/A5026538952","display_name":"Simone Dutto","orcid":"https://orcid.org/0000-0002-6508-7843"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simone Dutto","raw_affiliation_strings":["Control and Computer Engineering Department, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Control and Computer Engineering Department, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065582630","display_name":"Alessandro Savino","orcid":"https://orcid.org/0000-0003-0529-7950"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Savino","raw_affiliation_strings":["Control and Computer Engineering Department, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Control and Computer Engineering Department, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026593274","display_name":"Stefano Di Carlo","orcid":"https://orcid.org/0000-0002-7512-5356"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Di Carlo","raw_affiliation_strings":["Control and Computer Engineering Department, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Control and Computer Engineering Department, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026538952"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":1.103,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.77041079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1456","last_page":"1459"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11005","display_name":"Radiation Effects in Electronics","score":0.9994999766349792,"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/T11005","display_name":"Radiation Effects in Electronics","score":0.9994999766349792,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.7501286268234253},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6419525742530823},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6251199245452881},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6094120144844055},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.605140209197998},{"id":"https://openalex.org/keywords/fault-injection","display_name":"Fault injection","score":0.5787476897239685},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5292336940765381},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5127559900283813},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4998161792755127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48663315176963806},{"id":"https://openalex.org/keywords/software-fault-tolerance","display_name":"Software fault tolerance","score":0.45000460743904114},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4274027943611145},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3867543935775757},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3324183225631714},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.33164799213409424},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3267667889595032},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21412906050682068}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7501286268234253},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6419525742530823},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6251199245452881},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6094120144844055},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.605140209197998},{"id":"https://openalex.org/C2775928411","wikidata":"https://www.wikidata.org/wiki/Q2041312","display_name":"Fault injection","level":3,"score":0.5787476897239685},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5292336940765381},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5127559900283813},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4998161792755127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48663315176963806},{"id":"https://openalex.org/C50712370","wikidata":"https://www.wikidata.org/wiki/Q4269346","display_name":"Software fault tolerance","level":3,"score":0.45000460743904114},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4274027943611145},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3867543935775757},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3324183225631714},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33164799213409424},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3267667889595032},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21412906050682068},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/date51398.2021.9474120","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date51398.2021.9474120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE)","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":24,"referenced_works":["https://openalex.org/W1686420892","https://openalex.org/W1731081199","https://openalex.org/W1935809293","https://openalex.org/W2031846229","https://openalex.org/W2044069930","https://openalex.org/W2076063813","https://openalex.org/W2137526832","https://openalex.org/W2147657366","https://openalex.org/W2296335794","https://openalex.org/W2330820318","https://openalex.org/W2477663446","https://openalex.org/W2512608889","https://openalex.org/W2760030941","https://openalex.org/W2805443716","https://openalex.org/W2904417098","https://openalex.org/W2910540598","https://openalex.org/W2911964244","https://openalex.org/W2919913503","https://openalex.org/W2938993579","https://openalex.org/W2965985637","https://openalex.org/W2997384620","https://openalex.org/W6637151178","https://openalex.org/W6637618735","https://openalex.org/W6697144307"],"related_works":["https://openalex.org/W2607474334","https://openalex.org/W2138861322","https://openalex.org/W188714996","https://openalex.org/W1520834112","https://openalex.org/W2362476461","https://openalex.org/W2902466307","https://openalex.org/W2107098145","https://openalex.org/W2096473206","https://openalex.org/W2146400304","https://openalex.org/W2168671684"],"abstract_inverted_index":{"Nowadays,":[0],"due":[1],"to":[2,16,28,67],"technology":[3],"enhancement,":[4],"faults":[5],"are":[6,24],"increasingly":[7],"compromising":[8],"all":[9],"kinds":[10],"of":[11,40,54],"computing":[12],"machines,":[13],"from":[14],"servers":[15],"embedded":[17],"systems.":[18],"Recent":[19],"advances":[20],"in":[21],"machine":[22],"learning":[23,57],"opening":[25],"new":[26],"opportunities":[27],"achieve":[29],"fault":[30,65],"detection":[31],"exploiting":[32],"hardware":[33],"metrics":[34],"inspection,":[35],"thus":[36],"avoiding":[37],"the":[38,52],"use":[39],"heavy":[41],"software":[42,71],"techniques":[43],"or":[44],"product-specific":[45],"errors":[46],"reporting":[47],"mechanisms.":[48],"This":[49],"paper":[50],"investigates":[51],"capability":[53],"different":[55,70],"deep":[56],"models":[58],"trained":[59],"on":[60],"data":[61],"collected":[62],"through":[63],"simulation-based":[64],"injection":[66],"generalize":[68],"over":[69],"applications.":[72]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
