{"id":"https://openalex.org/W2964468414","doi":"https://doi.org/10.1109/sips47522.2019.9020513","title":"Neural Dynamic Successive Cancellation Flip Decoding of Polar Codes","display_name":"Neural Dynamic Successive Cancellation Flip Decoding of Polar Codes","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2964468414","doi":"https://doi.org/10.1109/sips47522.2019.9020513","mag":"2964468414"},"language":"en","primary_location":{"id":"doi:10.1109/sips47522.2019.9020513","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sips47522.2019.9020513","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Workshop on Signal Processing Systems (SiPS)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1907.11563","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006737344","display_name":"Nghia Doan","orcid":"https://orcid.org/0000-0002-4428-7467"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Nghia Doan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McGill University, Canada","McGill University Department of Electrical and Computer Engineering Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McGill University, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"McGill University Department of Electrical and Computer Engineering Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065261108","display_name":"Seyyed Ali Hashemi","orcid":"https://orcid.org/0000-0001-5679-8654"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seyyed Ali Hashemi","raw_affiliation_strings":["Department of Electrical Engineering, Stanford University, USA","Stanford University, Dept. of Electrical Engineering, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Stanford University, USA","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"Stanford University, Dept. of Electrical Engineering, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078535844","display_name":"Furkan Ercan","orcid":"https://orcid.org/0000-0003-0599-1766"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Furkan Ercan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McGill University, Canada","McGill University Department of Electrical and Computer Engineering Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McGill University, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"McGill University Department of Electrical and Computer Engineering Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025435396","display_name":"Thibaud Tonnellier","orcid":"https://orcid.org/0000-0001-8617-5888"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Thibaud Tonnellier","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McGill University, Canada","McGill University Department of Electrical and Computer Engineering Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McGill University, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"McGill University Department of Electrical and Computer Engineering Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091600002","display_name":"Warren J. Gross","orcid":"https://orcid.org/0000-0002-6226-6037"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Warren J. Gross","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McGill University, Canada","McGill University Department of Electrical and Computer Engineering Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McGill University, Canada","institution_ids":["https://openalex.org/I5023651"]},{"raw_affiliation_string":"McGill University Department of Electrical and Computer Engineering Canada","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006737344"],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09905702,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"272","last_page":"277"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9980000257492065,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9839000105857849,"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/decoding-methods","display_name":"Decoding methods","score":0.847558856010437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6787569522857666},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5752918720245361},{"id":"https://openalex.org/keywords/list-decoding","display_name":"List decoding","score":0.4503355324268341},{"id":"https://openalex.org/keywords/error-detection-and-correction","display_name":"Error detection and correction","score":0.43386200070381165},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.416256844997406},{"id":"https://openalex.org/keywords/concatenated-error-correction-code","display_name":"Concatenated error correction code","score":0.21199855208396912},{"id":"https://openalex.org/keywords/block-code","display_name":"Block code","score":0.15367251634597778}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.847558856010437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6787569522857666},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5752918720245361},{"id":"https://openalex.org/C204397858","wikidata":"https://www.wikidata.org/wiki/Q4437907","display_name":"List decoding","level":5,"score":0.4503355324268341},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.43386200070381165},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.416256844997406},{"id":"https://openalex.org/C78944582","wikidata":"https://www.wikidata.org/wiki/Q5158264","display_name":"Concatenated error correction code","level":4,"score":0.21199855208396912},{"id":"https://openalex.org/C157125643","wikidata":"https://www.wikidata.org/wiki/Q884707","display_name":"Block code","level":3,"score":0.15367251634597778}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/sips47522.2019.9020513","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sips47522.2019.9020513","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Workshop on Signal Processing Systems (SiPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1907.11563","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.11563","pdf_url":"https://arxiv.org/pdf/1907.11563","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"mag:2964468414","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1907.11563","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1907.11563","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1907.11563","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1907.11563","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.11563","pdf_url":"https://arxiv.org/pdf/1907.11563","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2165548363","display_name":null,"funder_award_id":"Canada","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G8284766523","display_name":null,"funder_award_id":"(NSERC)","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G856527327","display_name":null,"funder_award_id":"Postdoctoral","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320310638","display_name":"McGill University","ror":"https://ror.org/01pxwe438"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2964468414.pdf"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2106045225","https://openalex.org/W2150498905","https://openalex.org/W2284321898","https://openalex.org/W2402144811","https://openalex.org/W2595493241","https://openalex.org/W2666368276","https://openalex.org/W2772435313","https://openalex.org/W2886581636","https://openalex.org/W2919115771","https://openalex.org/W2962791959","https://openalex.org/W2963389341","https://openalex.org/W2964175260","https://openalex.org/W3100563676","https://openalex.org/W6713134421","https://openalex.org/W6786166394"],"related_works":["https://openalex.org/W3011412632","https://openalex.org/W2117009122","https://openalex.org/W3208087687","https://openalex.org/W3046219872","https://openalex.org/W2915634865","https://openalex.org/W3005866065","https://openalex.org/W3046247091","https://openalex.org/W3005561544","https://openalex.org/W2772435313","https://openalex.org/W1976427522","https://openalex.org/W3016102141","https://openalex.org/W2090907557","https://openalex.org/W2963389341","https://openalex.org/W2760753260","https://openalex.org/W2981887875","https://openalex.org/W2964381197","https://openalex.org/W3114514296","https://openalex.org/W2594313860","https://openalex.org/W3212165330","https://openalex.org/W2957542391"],"abstract_inverted_index":{"Dynamic":[0],"successive":[1,21,35],"cancellation":[2,22,36],"flip":[3],"(DSCF)":[4],"decoding":[5,38,47,76],"of":[6,20,34,68],"polar":[7],"codes":[8],"is":[9,30],"a":[10,27,65,86],"powerful":[11],"algorithm":[12],"that":[13,29,33,64],"can":[14],"achieve":[15],"the":[16,73,97],"error":[17],"correction":[18],"performance":[19,81,110],"list":[23],"(SCL)":[24],"decoding,":[25,105],"with":[26,106],"complexity":[28],"close":[31],"to":[32,99],"(SC)":[37],"at":[39],"practical":[40],"signal-to-noise":[41],"ratio":[42],"(SNR)":[43],"regimes.":[44],"However,":[45],"DSCF":[46,75,104],"requires":[48],"costly":[49],"transcendental":[50,101],"computations":[51,102],"which":[52,94],"adversely":[53],"affect":[54],"its":[55],"implementation":[56],"complexity.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61],"first":[62],"show":[63],"direct":[66],"application":[67],"common":[69],"approximation":[70,92],"schemes":[71],"on":[72],"conventional":[74],"results":[77],"in":[78,103],"significant":[79],"error-correction":[80,109],"loss.":[82],"We":[83],"then":[84],"introduce":[85],"training":[87],"parameter":[88],"and":[89],"propose":[90],"an":[91],"scheme":[93],"completely":[95],"removes":[96],"need":[98],"perform":[100],"almost":[107],"no":[108],"degradation.":[111]},"counts_by_year":[],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}