{"id":"https://openalex.org/W4404037752","doi":"https://doi.org/10.1109/allerton63246.2024.10735282","title":"Higher-order Interpretations of Deepcode, a Learned Feedback Code","display_name":"Higher-order Interpretations of Deepcode, a Learned Feedback Code","publication_year":2024,"publication_date":"2024-09-24","ids":{"openalex":"https://openalex.org/W4404037752","doi":"https://doi.org/10.1109/allerton63246.2024.10735282"},"language":"en","primary_location":{"id":"doi:10.1109/allerton63246.2024.10735282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton63246.2024.10735282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 60th Annual Allerton Conference on Communication, Control, and Computing","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/A5038050749","display_name":"Y. Zhou","orcid":"https://orcid.org/0009-0005-5869-6965"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Zhou","raw_affiliation_strings":["University of Illinois Chicago,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago,Chicago,IL,USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079658437","display_name":"Natasha Devroye","orcid":"https://orcid.org/0000-0002-1619-4095"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"N. Devroye","raw_affiliation_strings":["University of Illinois Chicago,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago,Chicago,IL,USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029977577","display_name":"Gy. Turan","orcid":null},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gy. Turan","raw_affiliation_strings":["University of Illinois Chicago,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago,Chicago,IL,USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062331167","display_name":"Milo\u0161 \u017defran","orcid":"https://orcid.org/0000-0001-9558-3656"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Zefran","raw_affiliation_strings":["University of Illinois Chicago,Chicago,IL,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Chicago,Chicago,IL,USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4884,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61297207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9204000234603882,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9204000234603882,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10320","display_name":"Neural Networks and Applications","score":0.910099983215332,"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":0.634821891784668},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5638365149497986},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5624520778656006},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.47069549560546875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.634821891784668},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5638365149497986},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5624520778656006},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.47069549560546875},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/allerton63246.2024.10735282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/allerton63246.2024.10735282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 60th Annual Allerton Conference on Communication, Control, and Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3821981445","display_name":null,"funder_award_id":"1900911,2217023,2240532","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2146653619","https://openalex.org/W2157875630","https://openalex.org/W2164684058","https://openalex.org/W2964301180","https://openalex.org/W4312454878","https://openalex.org/W4360770811","https://openalex.org/W4378647922","https://openalex.org/W4386075198","https://openalex.org/W4401692969","https://openalex.org/W6752394437","https://openalex.org/W6781653261","https://openalex.org/W6794442239","https://openalex.org/W6810620313","https://openalex.org/W6852237485"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"We":[0],"present":[1],"an":[2,17],"interpretation":[3],"of":[4,40,57,113,120,131],"Deepcode,":[5],"a":[6,84],"learned":[7,34],"feedback":[8,41],"code":[9],"that":[10,54],"showcases":[11],"higher-order":[12],"error":[13,44,78],"correction":[14,45,79],"relative":[15],"to":[16,48,70],"earlier":[18],"interpretable":[19],"model":[20],"[1].":[21],"By":[22,50],"interpretation,":[23],"we":[24,52],"mean":[25,53],"succinct":[26],"analytical":[27],"encoder":[28,66],"and":[29,75,101,103,123],"decoder":[30,82],"expressions":[31],"(albeit":[32],"with":[33],"parameters)":[35],"in":[36,42,77,83],"which":[37],"the":[38,65,73,81,105,118,121,128,132],"role":[39],"achieving":[43],"is":[46],"easy":[47],"understand.":[49],"higher-order,":[51],"longer":[55],"sequences":[56],"large":[58],"noise":[59],"values":[60],"are":[61,116],"acted":[62],"upon":[63],"by":[64,95,104],"(which":[67],"has":[68],"access":[69],"these":[71],"through":[72],"feedback)":[74],"used":[76],"at":[80],"two-stage":[85],"decoding":[86],"process.<sup":[87],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[88,90],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup><sup":[89],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>This":[91],"work":[92],"was":[93],"supported":[94],"NSF":[96],"under":[97],"awards":[98],"1900911,":[99],"2217023,":[100],"2240532,":[102],"AI":[106],"National":[107],"Laboratory":[108],"Program":[109],"(RRF-2.3.1-21-2022-00004).":[110],"The":[111],"contents":[112],"this":[114],"article":[115],"solely":[117],"responsibility":[119],"authors":[122],"do":[124],"not":[125],"necessarily":[126],"represent":[127],"official":[129],"views":[130],"NSF.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}