{"id":"https://openalex.org/W1996588823","doi":"https://doi.org/10.1109/acssc.2014.7094772","title":"Sequential prediction of individual sequences in the presence of computational errors","display_name":"Sequential prediction of individual sequences in the presence of computational errors","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W1996588823","doi":"https://doi.org/10.1109/acssc.2014.7094772","mag":"1996588823"},"language":"en","primary_location":{"id":"doi:10.1109/acssc.2014.7094772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2014.7094772","pdf_url":null,"source":{"id":"https://openalex.org/S4363608593","display_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","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/A5072408248","display_name":"Mehmet A. Donmez","orcid":"https://orcid.org/0000-0001-6407-8745"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehmet A. Donmez","raw_affiliation_strings":["Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL, USA","Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL, 61801, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL, 61801, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028083945","display_name":"Andrew C. Singer","orcid":"https://orcid.org/0000-0001-9926-7036"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew C. Singer","raw_affiliation_strings":["Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL, USA","Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL, 61801, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL, 61801, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06980057,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1773","last_page":"1778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9947999715805054,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.993399977684021,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.730075478553772},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6905462145805359},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6523982286453247},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5544952154159546},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.49097779393196106},{"id":"https://openalex.org/keywords/mean-squared-prediction-error","display_name":"Mean squared prediction error","score":0.47008419036865234},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.33746618032455444},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3266027569770813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.730075478553772},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6905462145805359},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6523982286453247},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5544952154159546},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.49097779393196106},{"id":"https://openalex.org/C167085575","wikidata":"https://www.wikidata.org/wiki/Q6803654","display_name":"Mean squared prediction error","level":2,"score":0.47008419036865234},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.33746618032455444},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3266027569770813},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acssc.2014.7094772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2014.7094772","pdf_url":null,"source":{"id":"https://openalex.org/S4363608593","display_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 48th Asilomar Conference on Signals, Systems and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1495813543","https://openalex.org/W1570963478","https://openalex.org/W1980233801","https://openalex.org/W2002500148","https://openalex.org/W2036679315","https://openalex.org/W2061866998","https://openalex.org/W2081887000","https://openalex.org/W2099830893","https://openalex.org/W2119328597","https://openalex.org/W2123769607","https://openalex.org/W2128065014","https://openalex.org/W2141925367","https://openalex.org/W2162309000","https://openalex.org/W2164967810","https://openalex.org/W2169868734"],"related_works":["https://openalex.org/W4231775656","https://openalex.org/W2046435967","https://openalex.org/W2383646825","https://openalex.org/W2371018915","https://openalex.org/W2354191502","https://openalex.org/W1972225038","https://openalex.org/W3134658850","https://openalex.org/W2355938171","https://openalex.org/W2780079842","https://openalex.org/W1526959707"],"abstract_inverted_index":{"We":[0,21,42,71],"study":[1],"the":[2,37,49,63,81],"performance":[3,79],"of":[4,39],"a":[5,23,30,44],"sequential":[6,25],"linear":[7,26],"prediction":[8,27,64],"system":[9],"built":[10],"on":[11],"nanoscale":[12],"beyond-CMOS":[13],"circuit":[14,56],"fabric":[15,57],"that":[16,33,61,73],"may":[17],"introduce":[18,43],"in":[19,36,85],"computation.":[20],"propose":[22],"new":[24],"algorithm":[28,65,75],"under":[29,80],"mixture-of-experts":[31],"framework":[32],"performs":[34],"satisfactorily":[35],"presence":[38],"computational":[40,50],"errors.":[41],"worst-case":[45,82],"approach":[46,84],"to":[47,66],"model":[48],"errors,":[51],"where":[52],"we":[53],"view":[54],"erroneous":[55],"as":[58],"an":[59,86],"adversary":[60],"perturbs":[62],"heavily":[67],"deteriorate":[68],"its":[69],"performance.":[70],"demonstrate":[72],"our":[74],"achieves":[76],"uniformly":[77],"good":[78],"error":[83],"individual":[87],"sequence":[88],"manner.":[89]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
