{"id":"https://openalex.org/W2944495281","doi":"https://doi.org/10.1145/3310273.3323050","title":"On the maximum function in stochastic computing","display_name":"On the maximum function in stochastic computing","publication_year":2019,"publication_date":"2019-04-30","ids":{"openalex":"https://openalex.org/W2944495281","doi":"https://doi.org/10.1145/3310273.3323050","mag":"2944495281"},"language":"en","primary_location":{"id":"doi:10.1145/3310273.3323050","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3310273.3323050","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM International Conference on Computing Frontiers","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/A5053852755","display_name":"Florian Neugebauer","orcid":null},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Neugebauer","raw_affiliation_strings":["University of Stuttgart, Pfaffenwaldring, Stuttgart, GER"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stuttgart, Pfaffenwaldring, Stuttgart, GER","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027416202","display_name":"Ilia Polian","orcid":"https://orcid.org/0000-0002-6563-2725"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ilia Polian","raw_affiliation_strings":["University of Stuttgart, Pfaffenwaldring, Stuttgart, GER"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Stuttgart, Pfaffenwaldring, Stuttgart, GER","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101995490","display_name":"John P. Hayes","orcid":"https://orcid.org/0000-0002-4747-492X"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John P. Hayes","raw_affiliation_strings":["University of Michigan,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan,","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5994,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8473091,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9968000054359436,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9934999942779541,"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/pooling","display_name":"Pooling","score":0.7528982758522034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6613165140151978},{"id":"https://openalex.org/keywords/stochastic-computing","display_name":"Stochastic computing","score":0.5965098142623901},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5653948187828064},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.500795841217041},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4858693480491638},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4317355751991272},{"id":"https://openalex.org/keywords/workaround","display_name":"Workaround","score":0.41854095458984375},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4129111170768738},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3833599388599396},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25069814920425415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2123570740222931}],"concepts":[{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.7528982758522034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6613165140151978},{"id":"https://openalex.org/C2780971903","wikidata":"https://www.wikidata.org/wiki/Q2933705","display_name":"Stochastic computing","level":3,"score":0.5965098142623901},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5653948187828064},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.500795841217041},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4858693480491638},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4317355751991272},{"id":"https://openalex.org/C194541083","wikidata":"https://www.wikidata.org/wiki/Q457174","display_name":"Workaround","level":2,"score":0.41854095458984375},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4129111170768738},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3833599388599396},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25069814920425415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2123570740222931},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3310273.3323050","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3310273.3323050","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1928269836","https://openalex.org/W2003056114","https://openalex.org/W2027269053","https://openalex.org/W2031267166","https://openalex.org/W2032548797","https://openalex.org/W2035279479","https://openalex.org/W2055341514","https://openalex.org/W2077344647","https://openalex.org/W2088134846","https://openalex.org/W2098470668","https://openalex.org/W2101765144","https://openalex.org/W2151770284","https://openalex.org/W2155323732","https://openalex.org/W2171060285","https://openalex.org/W2207624682","https://openalex.org/W2313953460","https://openalex.org/W2518922124","https://openalex.org/W2549747794","https://openalex.org/W2551814622","https://openalex.org/W2770413419","https://openalex.org/W2802559652","https://openalex.org/W2809285983"],"related_works":["https://openalex.org/W4381612620","https://openalex.org/W2950380533","https://openalex.org/W2998499456","https://openalex.org/W2893207040","https://openalex.org/W3127868735","https://openalex.org/W1840516357","https://openalex.org/W2753986652","https://openalex.org/W4387616455","https://openalex.org/W4200070489","https://openalex.org/W4310814620"],"abstract_inverted_index":{"Stochastic":[0],"circuits":[1],"(SCs)":[2],"offer":[3],"significant":[4],"area,":[5],"power":[6],"and":[7,95],"energy":[8],"benefits":[9],"at":[10],"the":[11,23,32,37,60],"cost":[12],"of":[13,25,40],"computational":[14],"inaccuracies.":[15],"SCs":[16],"have":[17],"received":[18],"particular":[19],"attention":[20],"recently":[21],"in":[22,36],"context":[24],"neural":[26],"networks":[27],"(NNs).":[28],"Many":[29],"NNs":[30],"use":[31],"maximum":[33,61,88],"function,":[34],"e.g.,":[35],"max-pooling":[38],"layer":[39],"convolutional":[41],"NNs.":[42],"Currently,":[43],"approximate":[44,73],"workarounds":[45],"are":[46,90],"often":[47],"employed":[48],"for":[49,59],"this":[50,97],"function.":[51],"We":[52,84],"propose":[53],"NMax,":[54],"a":[55],"new":[56],"SC":[57],"design":[58],"function":[62],"that":[63,87],"produces":[64],"an":[65,72],"exact":[66],"result":[67],"with":[68],"latency":[69],"similar":[70],"to":[71,92],"circuit.":[74],"Furthermore,":[75],"unlike":[76],"most":[77],"stochastic":[78],"functions,":[79],"NMax":[80],"is":[81],"correlation":[82],"insensitive.":[83],"also":[85],"observe":[86],"calculations":[89],"subject":[91],"application-specific":[93],"bias":[94],"analyze":[96],"bias.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
