{"id":"https://openalex.org/W3046655738","doi":"https://doi.org/10.1109/natw49237.2020.9153079","title":"Verification and Testing Considerations of an In-Memory AI Chip","display_name":"Verification and Testing Considerations of an In-Memory AI Chip","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3046655738","doi":"https://doi.org/10.1109/natw49237.2020.9153079","mag":"3046655738"},"language":"en","primary_location":{"id":"doi:10.1109/natw49237.2020.9153079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/natw49237.2020.9153079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 29th North Atlantic Test Workshop (NATW)","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/A5008478329","display_name":"Golmohamadi Marcia","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marcia Golmohamadi","raw_affiliation_strings":["Green Mountain Semiconductor Inc"],"affiliations":[{"raw_affiliation_string":"Green Mountain Semiconductor Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021223361","display_name":"Ryan Jurasek","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ryan Jurasek","raw_affiliation_strings":["Green Mountain Semiconductor Inc"],"affiliations":[{"raw_affiliation_string":"Green Mountain Semiconductor Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045139195","display_name":"Wolfgang Hokenmaier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wolfgang Hokenmaier","raw_affiliation_strings":["Green Mountain Semiconductor Inc"],"affiliations":[{"raw_affiliation_string":"Green Mountain Semiconductor Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068188438","display_name":"Don Labrecque","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Don Labrecque","raw_affiliation_strings":["Green Mountain Semiconductor Inc"],"affiliations":[{"raw_affiliation_string":"Green Mountain Semiconductor Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011600309","display_name":"Ruoyu Zhi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ruoyu Zhi","raw_affiliation_strings":["Green Mountain Semiconductor Inc"],"affiliations":[{"raw_affiliation_string":"Green Mountain Semiconductor Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023455040","display_name":"Bret Dale","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bret Dale","raw_affiliation_strings":["Green Mountain Semiconductor Inc"],"affiliations":[{"raw_affiliation_string":"Green Mountain Semiconductor Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019423614","display_name":"Nibir Islam","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nibir Islam","raw_affiliation_strings":["Green Mountain Semiconductor Inc"],"affiliations":[{"raw_affiliation_string":"Green Mountain Semiconductor Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082890621","display_name":"Dave Kinney","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dave Kinney","raw_affiliation_strings":["Green Mountain Semiconductor Inc"],"affiliations":[{"raw_affiliation_string":"Green Mountain Semiconductor Inc","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006961029","display_name":"Johnson Angela","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Angela Johnson","raw_affiliation_strings":["Green Mountain Semiconductor Inc"],"affiliations":[{"raw_affiliation_string":"Green Mountain Semiconductor Inc","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5008478329"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2055,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50595068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","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/T10502","display_name":"Advanced Memory and Neural Computing","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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.998199999332428,"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":0.6695541143417358},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.47562316060066223},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.4291527271270752},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4286212921142578}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6695541143417358},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.47562316060066223},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.4291527271270752},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4286212921142578},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/natw49237.2020.9153079","is_oa":false,"landing_page_url":"https://doi.org/10.1109/natw49237.2020.9153079","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 29th North Atlantic Test Workshop (NATW)","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":16,"referenced_works":["https://openalex.org/W2032366958","https://openalex.org/W2040937425","https://openalex.org/W2079618498","https://openalex.org/W2620342231","https://openalex.org/W2625840880","https://openalex.org/W2805362231","https://openalex.org/W2807837291","https://openalex.org/W2897130165","https://openalex.org/W2899675781","https://openalex.org/W2910530421","https://openalex.org/W2913035851","https://openalex.org/W2941620283","https://openalex.org/W2963122961","https://openalex.org/W2964108906","https://openalex.org/W4288365403","https://openalex.org/W4300223384"],"related_works":["https://openalex.org/W2036806516","https://openalex.org/W2065289416","https://openalex.org/W1967394420","https://openalex.org/W2565425548","https://openalex.org/W2392009442","https://openalex.org/W2142443274","https://openalex.org/W13556768","https://openalex.org/W2017236304","https://openalex.org/W2154106283","https://openalex.org/W2100663632"],"abstract_inverted_index":{"In-memory":[0],"computing":[1],"is":[2],"a":[3,26,34,41],"propitious":[4],"solution":[5],"for":[6,11,25,55,85],"overcoming":[7],"the":[8,20,57,62,79,110,114],"memory":[9,37,80,95],"bottleneck":[10],"future":[12],"computer":[13],"systems.":[14],"In":[15,48,65],"this":[16,49],"work,":[17],"we":[18,51],"present":[19],"testing":[21,75],"and":[22,76],"validation":[23],"considerations":[24],"programmable":[27],"artificial":[28],"neural":[29],"network":[30],"(ANN)":[31],"integrated":[32],"within":[33],"phase":[35],"change":[36],"(PCM)":[38],"chip,":[39],"featuring":[40],"Nor-Flash":[42],"compatible":[43],"serial":[44],"peripheral":[45],"interface":[46],"(SPI).":[47],"paper,":[50],"introduce":[52],"our":[53],"method":[54],"validating":[56],"circuit":[58],"components":[59],"specific":[60],"to":[61,112],"ANN":[63],"application.":[64],"addition,":[66],"high-density":[67],"in-memory":[68],"multi-layer":[69],"ANNs":[70],"cannot":[71],"be":[72,98],"manufactured":[73],"without":[74],"repair":[77],"of":[78,104],"array":[81],"itself.":[82],"Therefore,":[83],"design":[84],"testability":[86],"(DFT)":[87],"features":[88],"commonly":[89],"used":[90],"in":[91,118],"commodity":[92],"or":[93],"embedded":[94],"products":[96],"must":[97],"maintained":[99],"as":[100],"well.":[101],"The":[102],"combination":[103],"these":[105],"two":[106],"test/characterization":[107],"steps":[108],"alleviates":[109],"need":[111],"test":[113],"actual":[115],"inference":[116],"functionality":[117],"hardware.":[119]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
