{"id":"https://openalex.org/W4282012808","doi":"https://doi.org/10.48550/arxiv.2206.01981","title":"Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation","display_name":"Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation","publication_year":2022,"publication_date":"2022-06-04","ids":{"openalex":"https://openalex.org/W4282012808","doi":"https://doi.org/10.48550/arxiv.2206.01981"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2206.01981","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2206.01981","pdf_url":"https://arxiv.org/pdf/2206.01981","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"parent_works":[],"lineage":["https://openalex.org/W4282012808"],"child_works_count":0,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2206.01981","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010662488","display_name":"Dimitris Agiakatsikas","orcid":"https://orcid.org/0000-0001-8849-8074","observed_orcids":["https://orcid.org/0000-0001-8849-8074"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Agiakatsikas, D.","raw_affiliation_strings":["Informatics , University of Piraeus , Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics , University of Piraeus , Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067900257","display_name":"Nikos Foutris","orcid":"https://orcid.org/0000-0003-1691-968X","observed_orcids":["https://orcid.org/0000-0003-1691-968X"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Foutris, N.","raw_affiliation_strings":["Informatics , University of Piraeus , Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics , University of Piraeus , Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sari, A.","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sari, A.","raw_affiliation_strings":["Informatics , University of Piraeus , Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics , University of Piraeus , Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058597570","display_name":"Vasileios Vlagkoulis","orcid":"https://orcid.org/0000-0003-0847-7789","observed_orcids":["https://orcid.org/0000-0003-0847-7789"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vlagkoulis, V.","raw_affiliation_strings":["Informatics , University of Piraeus , Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics , University of Piraeus , Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040560974","display_name":"Ioanna Souvatzoglou","orcid":"https://orcid.org/0000-0002-7558-2696","observed_orcids":["https://orcid.org/0000-0002-7558-2696"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Souvatzoglou, I.","raw_affiliation_strings":["Informatics , University of Piraeus , Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics , University of Piraeus , Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055387958","display_name":"M. Psarakis","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Psarakis, M.","raw_affiliation_strings":["Informatics , University of Piraeus , Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics , University of Piraeus , Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071782634","display_name":"M. Luj\u00e1n","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luj\u00e1n, M.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042871814","display_name":"Maria Kastriotou","orcid":"https://orcid.org/0000-0003-1010-2396","observed_orcids":["https://orcid.org/0000-0003-1010-2396"]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]},{"id":"https://openalex.org/I4387152483","display_name":"ISIS Neutron and Muon Source","ror":"https://ror.org/01t8fg661","country_code":"GB","type":"facility","lineage":["https://openalex.org/I162524378","https://openalex.org/I4210087105","https://openalex.org/I4387152483"]}],"countries":["GB","GR"],"is_corresponding":false,"raw_author_name":"Kastriotou, M.","raw_affiliation_strings":["ISIS Facility , STFC ,","Informatics , University of Piraeus , Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISIS Facility , STFC ,","institution_ids":["https://openalex.org/I4387152483"]},{"raw_affiliation_string":"Informatics , University of Piraeus , Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053118991","display_name":"C. Cazzaniga","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Cazzaniga, C.","raw_affiliation_strings":["Informatics , University of Piraeus , Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics , University of Piraeus , Greece","institution_ids":["https://openalex.org/I154757721"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11005","display_name":"Radiation Effects in Electronics","score":0.9990000128746033,"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":0.9990000128746033,"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":9.999999747378752e-05,"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/T10904","display_name":"Embedded Systems Design Techniques","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neutron-irradiation","display_name":"neutron irradiation","score":0.8410000205039978},{"id":"https://openalex.org/keywords/single-event-effects","display_name":"single event effects","score":0.9449999928474426},{"id":"https://openalex.org/keywords/resnet-50","display_name":"ResNet50","score":0.8880000114440918},{"id":"https://openalex.org/keywords/model-accuracy-degradation","display_name":"model accuracy degradation","score":0.6510000228881836},{"id":"https://openalex.org/keywords/dependability","display_name":"dependability","score":0.671999990940094}],"concepts":[{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.8580173850059509},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.70097815990448},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.6374778747558594},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5050898194313049},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4994797706604004},{"id":"https://openalex.org/C152568617","wikidata":"https://www.wikidata.org/wiki/Q2348","display_name":"Neutron","level":2,"score":0.481865257024765},{"id":"https://openalex.org/C2777187653","wikidata":"https://www.wikidata.org/wiki/Q975106","display_name":"MPSoC","level":3,"score":0.47744613885879517},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.46227627992630005},{"id":"https://openalex.org/C111337013","wikidata":"https://www.wikidata.org/wiki/Q2737837","display_name":"Irradiation","level":2,"score":0.45136383175849915},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4498167335987091},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3686695694923401},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2832430601119995},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.14728331565856934},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11788320541381836},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11440542340278625},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1138213574886322},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.0827602744102478},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.06432381272315979},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2206.01981","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2206.01981","pdf_url":"https://arxiv.org/pdf/2206.01981","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2206.01981","doi":"https://doi.org/10.48550/arxiv.2206.01981","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2206.01981","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2206.01981","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2206.01981","pdf_url":"https://arxiv.org/pdf/2206.01981","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G7845815574","display_name":null,"funder_award_id":"RB2000230","funder_id":"https://openalex.org/F4320334632","funder_display_name":"Science and Technology Facilities Council"}],"funders":[{"id":"https://openalex.org/F4320331361","display_name":"University of Piraeus Research Centre","ror":"https://ror.org/02qs84g94"},{"id":"https://openalex.org/F4320334632","display_name":"Science and Technology Facilities Council","ror":"https://ror.org/057g20z61"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282012808.pdf","grobid_xml":"https://content.openalex.org/works/W4282012808.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2899869382","https://openalex.org/W2903175372","https://openalex.org/W2906037864","https://openalex.org/W2917916339","https://openalex.org/W2977278037","https://openalex.org/W3123290820"],"related_works":["https://openalex.org/W4312773995","https://openalex.org/W4313052596","https://openalex.org/W4292873639","https://openalex.org/W4406258915","https://openalex.org/W7218249587","https://openalex.org/W4404740426","https://openalex.org/W3128720836","https://openalex.org/W4312311617","https://openalex.org/W7211868589","https://openalex.org/W4312799127"],"abstract_inverted_index":{"This":[0],"paper":[1],"studies":[2],"the":[3,6,17,25,28,31],"dependability":[4],"of":[5,19,27],"Xilinx":[7,36],"Deep-Learning":[8],"Processing":[9],"Unit":[10],"(DPU)":[11],"under":[12],"neutron":[13],"irradiation.":[14],"It":[15],"analyses":[16],"impact":[18],"Single":[20],"Event":[21],"Effects":[22],"(SEEs)":[23],"on":[24,34],"accuracy":[26],"DPU":[29],"running":[30],"resnet50":[32],"model":[33],"a":[35],"Ultrascale+":[37],"MPSoC.":[38]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-06-13T00:00:00"}