{"id":"https://openalex.org/W4399120272","doi":"https://doi.org/10.1109/vts60656.2024.10538639","title":"Reliable edge machine learning hardware for scientific applications","display_name":"Reliable edge machine learning hardware for scientific applications","publication_year":2024,"publication_date":"2024-04-22","ids":{"openalex":"https://openalex.org/W4399120272","doi":"https://doi.org/10.1109/vts60656.2024.10538639"},"language":"en","primary_location":{"id":"doi:10.1109/vts60656.2024.10538639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vts60656.2024.10538639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 42nd VLSI Test Symposium (VTS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/content/qt66j3d6p5/qt66j3d6p5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052652565","display_name":"Tommaso Lisini Baldi","orcid":"https://orcid.org/0000-0002-2930-955X"},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tommaso Baldi","raw_affiliation_strings":["Fermilab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermilab","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089998250","display_name":"Javier Campos","orcid":"https://orcid.org/0009-0008-8029-3267"},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javier Campos","raw_affiliation_strings":["Fermilab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermilab","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056558122","display_name":"Benjamin Hawks","orcid":"https://orcid.org/0000-0001-5700-0288"},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ben Hawks","raw_affiliation_strings":["Fermilab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermilab","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102821224","display_name":"J. Ngadiuba","orcid":"https://orcid.org/0000-0002-0055-2935"},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Ngadiuba","raw_affiliation_strings":["Fermilab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermilab","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633147","display_name":"Nhan Viet Tran","orcid":"https://orcid.org/0000-0002-8440-6854"},"institutions":[{"id":"https://openalex.org/I1314696892","display_name":"Fermi National Accelerator Laboratory","ror":"https://ror.org/020hgte69","country_code":"US","type":"facility","lineage":["https://openalex.org/I1314696892","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210114836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nhan Tran","raw_affiliation_strings":["Fermilab"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fermilab","institution_ids":["https://openalex.org/I1314696892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090363377","display_name":"Daniel D\u00edaz","orcid":"https://orcid.org/0000-0002-2700-2271"},"institutions":[{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Diaz","raw_affiliation_strings":["UC San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC San Diego","institution_ids":["https://openalex.org/I2800935791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100747243","display_name":"J. Duarte","orcid":"https://orcid.org/0000-0002-5076-7096"},"institutions":[{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javier Duarte","raw_affiliation_strings":["UC San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC San Diego","institution_ids":["https://openalex.org/I2800935791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000231774","display_name":"Ryan Kastner","orcid":"https://orcid.org/0000-0001-9062-5570"},"institutions":[{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan Kastner","raw_affiliation_strings":["UC San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC San Diego","institution_ids":["https://openalex.org/I2800935791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059380781","display_name":"Andres Meza","orcid":"https://orcid.org/0000-0002-4283-0833"},"institutions":[{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andres Meza","raw_affiliation_strings":["UC San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC San Diego","institution_ids":["https://openalex.org/I2800935791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034729795","display_name":"M. Quinnan","orcid":"https://orcid.org/0000-0003-2902-5597"},"institutions":[{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Melissa Quinnan","raw_affiliation_strings":["UC San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC San Diego","institution_ids":["https://openalex.org/I2800935791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088051631","display_name":"Olivia Weng","orcid":"https://orcid.org/0000-0003-1213-421X"},"institutions":[{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olivia Weng","raw_affiliation_strings":["UC San Diego"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC San Diego","institution_ids":["https://openalex.org/I2800935791"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069546508","display_name":"Caleb Geniesse","orcid":"https://orcid.org/0000-0002-7897-8338"},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Caleb Geniesse","raw_affiliation_strings":["UC Berkeley/LBNL/ICSI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley/LBNL/ICSI","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103894843","display_name":"Amir Gholami","orcid":null},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amir Gholami","raw_affiliation_strings":["UC Berkeley/LBNL/ICSI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley/LBNL/ICSI","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033006662","display_name":"Michael W. Mahoney","orcid":"https://orcid.org/0000-0001-7920-4652"},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael W. Mahoney","raw_affiliation_strings":["UC Berkeley/LBNL/ICSI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC Berkeley/LBNL/ICSI","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039731897","display_name":"Vladimir Lon\u010dar","orcid":"https://orcid.org/0000-0003-3651-0232"},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]},{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["RU","US"],"is_corresponding":false,"raw_author_name":"Vladimir Loncar","raw_affiliation_strings":["MIT","Drexel University","UC Berkeley/LBNL/ICSI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I4210109586"]},{"raw_affiliation_string":"Drexel University","institution_ids":["https://openalex.org/I72816309"]},{"raw_affiliation_string":"UC Berkeley/LBNL/ICSI","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102830155","display_name":"Philip J. Harris","orcid":"https://orcid.org/0000-0002-2755-3196"},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I4210109586","display_name":"Moscow Institute of Thermal Technology","ror":"https://ror.org/021es5e59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210109586"]},{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["RU","US"],"is_corresponding":false,"raw_author_name":"Philip Harris","raw_affiliation_strings":["MIT","Drexel University","UC Berkeley/LBNL/ICSI"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT","institution_ids":["https://openalex.org/I4210109586"]},{"raw_affiliation_string":"Drexel University","institution_ids":["https://openalex.org/I72816309"]},{"raw_affiliation_string":"UC Berkeley/LBNL/ICSI","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066313637","display_name":"Joshua Agar","orcid":"https://orcid.org/0000-0001-5411-4693"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Agar","raw_affiliation_strings":["Drexel University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Drexel University","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101368313","display_name":"Shuyu Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shuyu Qin","raw_affiliation_strings":["Drexel University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Drexel University","institution_ids":["https://openalex.org/I72816309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":18,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9241,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73816124,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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"}},{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9987000226974487,"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":0.7746343016624451},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5990864038467407},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5203630328178406},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4994847774505615},{"id":"https://openalex.org/keywords/very-large-scale-integration","display_name":"Very-large-scale integration","score":0.4678172767162323},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4538489580154419},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.42499011754989624},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.4236098527908325},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.42358654737472534},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4167989492416382},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3944346606731415},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3227214813232422},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2374645471572876},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2284660041332245},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17778131365776062},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08708041906356812}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7746343016624451},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5990864038467407},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5203630328178406},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4994847774505615},{"id":"https://openalex.org/C14580979","wikidata":"https://www.wikidata.org/wiki/Q876049","display_name":"Very-large-scale integration","level":2,"score":0.4678172767162323},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4538489580154419},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.42499011754989624},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.4236098527908325},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.42358654737472534},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4167989492416382},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3944346606731415},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3227214813232422},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2374645471572876},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2284660041332245},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17778131365776062},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08708041906356812},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/vts60656.2024.10538639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vts60656.2024.10538639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 42nd VLSI Test Symposium (VTS)","raw_type":"proceedings-article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt66j3d6p5","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/66j3d6p5","pdf_url":"https://escholarship.org/content/qt66j3d6p5/qt66j3d6p5.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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":"","raw_type":"article"},{"id":"pmh:oai:osti.gov:2396941","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/2396941","pdf_url":"https://www.osti.gov/servlets/purl/2396941","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"pmh:oai:escholarship.org:ark:/13030/qt66j3d6p5","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/66j3d6p5","pdf_url":"https://escholarship.org/content/qt66j3d6p5/qt66j3d6p5.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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":"","raw_type":"article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1726055193","display_name":"Collaborative Proposal:  Geodynamic Tomography:  A New Approach to Studies of Mantle Upwelling and its Application to the Lau Basin and The East Pacific Rise","funder_award_id":"0002501","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3270322552","display_name":null,"funder_award_id":"DE-FOA-0002501","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G3739894711","display_name":null,"funder_award_id":"2038238","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399120272.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W2151512268","https://openalex.org/W2798084934","https://openalex.org/W3033661511","https://openalex.org/W3088573188","https://openalex.org/W3101493857","https://openalex.org/W3137147200","https://openalex.org/W3138582970","https://openalex.org/W3158512465","https://openalex.org/W3171324278","https://openalex.org/W3175548485","https://openalex.org/W3177366646","https://openalex.org/W3208839263","https://openalex.org/W3214257447","https://openalex.org/W4287117787","https://openalex.org/W4297803870","https://openalex.org/W4392867000","https://openalex.org/W4397033486","https://openalex.org/W6640210822","https://openalex.org/W6761472960","https://openalex.org/W6796868554","https://openalex.org/W6798550043"],"related_works":["https://openalex.org/W4283025278","https://openalex.org/W61292821","https://openalex.org/W2082432309","https://openalex.org/W817174743","https://openalex.org/W2050492524","https://openalex.org/W3204400881","https://openalex.org/W3214410901","https://openalex.org/W3204296682","https://openalex.org/W3183118997","https://openalex.org/W2917767146"],"abstract_inverted_index":{"Extreme":[0],"data":[1,9],"rate":[2],"scientific":[3,70,117,122],"experiments":[4],"create":[5],"massive":[6],"amounts":[7],"of":[8,25,103,108,114],"that":[10],"require":[11],"efficient":[12,56],"ML":[13,26,41],"edge":[14,71],"processing.":[15],"This":[16],"leads":[17],"to":[18,62],"unique":[19],"validation":[20,34],"challenges":[21],"for":[22,32,55,88,120],"VLSI":[23],"implementations":[24],"algorithms:":[27],"enabling":[28,51],"bit-accurate":[29],"functional":[30],"simulations":[31],"performance":[33],"in":[35,81],"experimental":[36,83],"software":[37],"frameworks,":[38],"verifying":[39],"those":[40],"models":[42],"are":[43],"robust":[44,90],"under":[45,72],"extreme":[46,82],"quantization":[47],"and":[48,50,64,78,95,98,105],"pruning,":[49],"ultra-fine-grained":[52],"model":[53],"inspection":[54],"fault":[57],"tolerance.":[58],"We":[59,85],"discuss":[60],"approaches":[61],"developing":[63,89,115],"validating":[65],"reliable":[66],"algorithms":[67],"at":[68],"the":[69,111],"such":[73],"strict":[74],"latency,":[75],"resource,":[76],"power,":[77],"area":[79],"requirements":[80],"environments.":[84],"study":[86],"metrics":[87],"algorithms,":[91],"present":[92],"preliminary":[93],"results":[94],"mitigation":[96],"strategies,":[97],"conclude":[99],"with":[100],"an":[101],"outlook":[102],"these":[104],"future":[106],"directions":[107],"research":[109],"towards":[110],"longer-term":[112],"goal":[113],"autonomous":[116],"experimentation":[118],"methods":[119],"accelerated":[121],"discovery.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2025-10-10T00:00:00"}
