{"id":"https://openalex.org/W4298075756","doi":"https://doi.org/10.1109/lcomm.2022.3197974","title":"Neural Decoding With Optimization of Node Activations","display_name":"Neural Decoding With Optimization of Node Activations","publication_year":2022,"publication_date":"2022-08-10","ids":{"openalex":"https://openalex.org/W4298075756","doi":"https://doi.org/10.1109/lcomm.2022.3197974"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2022.3197974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2022.3197974","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Letters","raw_type":"journal-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/A5083811924","display_name":"Eliya Nachmani","orcid":"https://orcid.org/0000-0003-4220-5672"},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]},{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I4210099336","display_name":"Menlo School","ror":"https://ror.org/01240pn49","country_code":"US","type":"education","lineage":["https://openalex.org/I4210099336"]}],"countries":["IL","US"],"is_corresponding":true,"raw_author_name":"Eliya Nachmani","raw_affiliation_strings":["School of Electrical Engineering, Tel-Aviv University, Tel-Aviv, Israel","Facebook AI Research, Menlo Park, CA, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Tel-Aviv University, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]},{"raw_affiliation_string":"Facebook AI Research, Menlo Park, CA, USA","institution_ids":["https://openalex.org/I4210114444","https://openalex.org/I4210099336"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031039322","display_name":"Y. Be'ery","orcid":"https://orcid.org/0000-0001-9642-8391"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yair Be'ery","raw_affiliation_strings":["School of Electrical Engineering, Tel-Aviv University, Tel-Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Tel-Aviv University, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5083811924"],"corresponding_institution_ids":["https://openalex.org/I16391192","https://openalex.org/I4210099336","https://openalex.org/I4210114444"],"apc_list":null,"apc_paid":null,"fwci":2.1046,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.8743157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"26","issue":"11","first_page":"2527","last_page":"2531"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9945999979972839,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9850999712944031,"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":0.8661834001541138},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.7665367126464844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.664268970489502},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5904803276062012},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5835139155387878},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5748541951179504},{"id":"https://openalex.org/keywords/bch-code","display_name":"BCH code","score":0.5532665252685547},{"id":"https://openalex.org/keywords/belief-propagation","display_name":"Belief propagation","score":0.5258529782295227},{"id":"https://openalex.org/keywords/soft-decision-decoder","display_name":"Soft-decision decoder","score":0.5160012245178223},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5101228356361389},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.5050380825996399},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.47466257214546204},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33960747718811035},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.265177845954895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23784533143043518},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.22568464279174805},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07390716671943665}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8661834001541138},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.7665367126464844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.664268970489502},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5904803276062012},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5835139155387878},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5748541951179504},{"id":"https://openalex.org/C42276685","wikidata":"https://www.wikidata.org/wiki/Q795705","display_name":"BCH code","level":3,"score":0.5532665252685547},{"id":"https://openalex.org/C152948882","wikidata":"https://www.wikidata.org/wiki/Q4060686","display_name":"Belief propagation","level":3,"score":0.5258529782295227},{"id":"https://openalex.org/C185588885","wikidata":"https://www.wikidata.org/wiki/Q7553811","display_name":"Soft-decision decoder","level":3,"score":0.5160012245178223},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5101228356361389},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.5050380825996399},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.47466257214546204},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33960747718811035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.265177845954895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23784533143043518},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.22568464279174805},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07390716671943665},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcomm.2022.3197974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2022.3197974","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7799999713897705,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W2083774980","https://openalex.org/W2127370988","https://openalex.org/W2128765501","https://openalex.org/W2135764410","https://openalex.org/W2140124864","https://openalex.org/W2770861014","https://openalex.org/W2787871348","https://openalex.org/W2804075771","https://openalex.org/W2898132586","https://openalex.org/W2898421447","https://openalex.org/W2909712920","https://openalex.org/W2952911118","https://openalex.org/W2963349901","https://openalex.org/W2963408536","https://openalex.org/W2964175260","https://openalex.org/W2989864352","https://openalex.org/W3015322664","https://openalex.org/W3023243379","https://openalex.org/W3034628778","https://openalex.org/W3080746295","https://openalex.org/W3160927840","https://openalex.org/W3174159391","https://openalex.org/W3198001744","https://openalex.org/W3216382785","https://openalex.org/W4226191400","https://openalex.org/W4288114397","https://openalex.org/W6638523607","https://openalex.org/W6752394437","https://openalex.org/W6758685805","https://openalex.org/W6767660367","https://openalex.org/W6776828031","https://openalex.org/W6779683180","https://openalex.org/W6795420104","https://openalex.org/W6810937164"],"related_works":["https://openalex.org/W1995527419","https://openalex.org/W2963817320","https://openalex.org/W4307680413","https://openalex.org/W1976834495","https://openalex.org/W4242597560","https://openalex.org/W2493667298","https://openalex.org/W2521769401","https://openalex.org/W2101147641","https://openalex.org/W3080746295","https://openalex.org/W1974357939"],"abstract_inverted_index":{"The":[0,34,65],"problem":[1],"of":[2],"maximum":[3],"likelihood":[4],"decoding":[5,86],"with":[6,25],"a":[7,39,58],"neural":[8,20,79],"decoder":[9,21,60],"for":[10],"error-correcting":[11],"code":[12],"is":[13,16],"considered.":[14],"It":[15],"shown":[17],"that":[18],"the":[19,31,43,47,54,69,78,85],"can":[22],"be":[23],"improved":[24],"two":[26],"novel":[27],"loss":[28,36,49],"terms":[29],"on":[30,42,97],"node\u2019s":[32,44,55],"activations.":[33,45],"first":[35],"term":[37,50],"imposes":[38],"sparse":[40],"constraint":[41],"Whereas,":[46],"second":[48],"tried":[51],"to":[52,90],"mimic":[53],"activations":[56],"from":[57],"teacher":[59],"which":[61],"has":[62,68],"better":[63],"performance.":[64],"proposed":[66],"method":[67],"same":[70],"run":[71],"time":[72],"complexity":[73],"and":[74],"model":[75],"size":[76],"as":[77],"Belief":[80],"Propagation":[81],"decoder,":[82],"while":[83],"improving":[84],"performance":[87],"by":[88],"up":[89],"<inline-formula":[91],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[92],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[93],"<tex-math":[94],"notation=\"LaTeX\">$1.1dB$":[95],"</tex-math></inline-formula>":[96],"BCH":[98],"codes.":[99]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
