{"id":"https://openalex.org/W3125088505","doi":"https://doi.org/10.1109/tcyb.2021.3049583","title":"Weighted Gate Layer Autoencoders","display_name":"Weighted Gate Layer Autoencoders","publication_year":2021,"publication_date":"2021-01-27","ids":{"openalex":"https://openalex.org/W3125088505","doi":"https://doi.org/10.1109/tcyb.2021.3049583","mag":"3125088505","pmid":"https://pubmed.ncbi.nlm.nih.gov/33502995"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2021.3049583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3049583","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://unsworks.unsw.edu.au/bitstreams/69b7a245-8649-42ee-bca5-b460b71f8483/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078790883","display_name":"Heba El-Fiqi","orcid":"https://orcid.org/0000-0001-8146-0110"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":null,"type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Heba El-Fiqi","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales Canberra, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales Canberra, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100340891","display_name":"Min Wang","orcid":"https://orcid.org/0000-0002-1580-6387"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":null,"type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Min Wang","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales Canberra, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales Canberra, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047705901","display_name":"Kathryn Kasmarik","orcid":"https://orcid.org/0000-0001-7187-0474"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":null,"type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kathryn Kasmarik","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales Canberra, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales Canberra, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080347335","display_name":"Anastasios Bezerianos","orcid":"https://orcid.org/0000-0002-8199-6000"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Anastasios Bezerianos","raw_affiliation_strings":["Hellenic Institute of Transport, Center for Research and Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Hellenic Institute of Transport, Center for Research and Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210134249"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025285243","display_name":"Kay Chen Tan","orcid":"https://orcid.org/0000-0002-6802-2463"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kay Chen Tan","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022974795","display_name":"Hussein A. Abbass","orcid":"https://orcid.org/0000-0002-8837-0748"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]},{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]},{"id":"https://openalex.org/I4394709116","display_name":"UNSW Canberra","ror":"https://ror.org/0125wpx05","country_code":null,"type":"education","lineage":["https://openalex.org/I31746571","https://openalex.org/I4394709116"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hussein A. Abbass","raw_affiliation_strings":["School of Engineering and Information Technology, University of New South Wales Canberra, Canberra, ACT, Australia"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, University of New South Wales Canberra, Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5078790883"],"corresponding_institution_ids":["https://openalex.org/I188329596","https://openalex.org/I31746571","https://openalex.org/I4394709116"],"apc_list":null,"apc_paid":null,"fwci":1.5507,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.84648412,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"52","issue":"8","first_page":"7242","last_page":"7253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9958999752998352,"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/autoencoder","display_name":"Autoencoder","score":0.7776851058006287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7241158485412598},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7184975743293762},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5844196677207947},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5742893815040588},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5238116979598999},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4615945816040039},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4391365647315979},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43909427523612976},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.42476242780685425},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.39550143480300903},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37456682324409485},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3405562937259674},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14003241062164307}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7776851058006287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7241158485412598},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7184975743293762},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5844196677207947},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5742893815040588},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5238116979598999},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4615945816040039},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4391365647315979},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43909427523612976},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.42476242780685425},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.39550143480300903},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37456682324409485},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3405562937259674},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14003241062164307},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2021.3049583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2021.3049583","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:33502995","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33502995","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_74449","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_74449","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/69b7a245-8649-42ee-bca5-b460b71f8483/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cybernetics, 52, 8, 7242-7253","raw_type":"http://purl.org/coar/resource_type/c_6501"}],"best_oa_location":{"id":"pmh:oai:unsworks.library.unsw.edu.au:1959.4/unsworks_74449","is_oa":true,"landing_page_url":"http://hdl.handle.net/1959.4/unsworks_74449","pdf_url":"https://unsworks.unsw.edu.au/bitstreams/69b7a245-8649-42ee-bca5-b460b71f8483/download","source":{"id":"https://openalex.org/S4306401737","display_name":"UNSWorks (University of New South Wales, Sydney, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40053085","host_organization_name":"Australian Defence Force Academy","host_organization_lineage":["https://openalex.org/I40053085"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cybernetics, 52, 8, 7242-7253","raw_type":"http://purl.org/coar/resource_type/c_6501"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1627854046","display_name":null,"funder_award_id":"DP160102037","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3125088505.pdf","grobid_xml":"https://content.openalex.org/works/W3125088505.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1959608418","https://openalex.org/W1965555277","https://openalex.org/W1970819022","https://openalex.org/W1972014290","https://openalex.org/W1974666382","https://openalex.org/W2025768430","https://openalex.org/W2115613106","https://openalex.org/W2136163184","https://openalex.org/W2163922914","https://openalex.org/W2177066871","https://openalex.org/W2248620004","https://openalex.org/W2282624346","https://openalex.org/W2567582497","https://openalex.org/W2586314446","https://openalex.org/W2735582123","https://openalex.org/W2774833978","https://openalex.org/W2810440851","https://openalex.org/W2940740645","https://openalex.org/W2946344027","https://openalex.org/W2962720047","https://openalex.org/W2963115308","https://openalex.org/W2977961849","https://openalex.org/W2990761096","https://openalex.org/W3007103623","https://openalex.org/W3007189028","https://openalex.org/W3019900571","https://openalex.org/W3103320289","https://openalex.org/W3104195492","https://openalex.org/W4206477468","https://openalex.org/W6631190155","https://openalex.org/W6634349313","https://openalex.org/W6638484148","https://openalex.org/W6675897241","https://openalex.org/W6676231525","https://openalex.org/W6680067488","https://openalex.org/W6688386640","https://openalex.org/W6734035190"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2669956259","https://openalex.org/W4249005693","https://openalex.org/W4392946183","https://openalex.org/W3088732000","https://openalex.org/W3217600415","https://openalex.org/W3212638064"],"abstract_inverted_index":{"A":[0],"single":[1,68],"dataset":[2],"could":[3],"hide":[4],"a":[5,67,82,132],"significant":[6],"number":[7],"of":[8,131],"relationships":[9,16,73],"among":[10],"its":[11],"feature":[12],"set.":[13],"Learning":[14],"these":[15,153],"simultaneously":[17],"avoids":[18],"the":[19,25,34,57,97,102,120,129,137,149,174,187,191,197,202,210],"time":[20,83],"complexity":[21],"associated":[22],"with":[23,36,176,209,220],"running":[24],"learning":[26],"algorithm":[27],"for":[28],"every":[29],"possible":[30],"relationship,":[31],"and":[32,43,88,95,146,167,199,217],"affords":[33],"learner":[35],"an":[37,63,78,164],"ability":[38,211],"to":[39,70,99,104,112,122,135,140,147,151,172,178,212],"recover":[40],"missing":[41],"data":[42,98,219],"substitute":[44],"erroneous":[45],"ones":[46],"by":[47,85],"using":[48],"available":[49],"data.":[50],"In":[51,115],"our":[52],"previous":[53],"research,":[54],"we":[55,118],"introduced":[56],"gate-layer":[58],"autoencoders":[59,126,208],"(GLAEs),":[60],"which":[61,141],"offer":[62],"architecture":[64,121,192,204],"that":[65,182,201],"enables":[66],"model":[69],"approximate":[71],"multiple":[72],"simultaneously.":[74],"GLAE":[75,109],"controls":[76],"what":[77],"autoencoder":[79],"learns":[80],"in":[81,196],"series":[84],"switching":[86],"on":[87],"off":[89],"certain":[90],"input":[91],"gates,":[92],"thus,":[93],"allowing":[94],"disallowing":[96],"flow":[100],"through":[101,128,185],"network":[103,150,175],"increase":[105],"network's":[106],"robustness.":[107],"However,":[108],"is":[110],"limited":[111],"binary":[113],"gates.":[114],"this":[116],"article,":[117],"generalize":[119],"weighted":[123],"gate":[124,166],"layer":[125,134,158],"(WGLAE)":[127],"addition":[130],"weight":[133,157],"update":[136],"error":[138],"according":[139],"variables":[142],"are":[143],"more":[144,206],"critical":[145],"encourage":[148],"learn":[152,184],"variables.":[154],"This":[155],"new":[156],"can":[159,183],"also":[160],"be":[161],"used":[162],"as":[163],"output":[165],"uses":[168],"additional":[169],"control":[170],"parameters":[171],"afford":[173],"abilities":[177],"represent":[179],"different":[180],"models":[181],"gating":[186],"inputs.":[188],"We":[189],"compare":[190],"against":[193],"similar":[194],"architectures":[195],"literature":[198],"demonstrate":[200],"proposed":[203],"produces":[205],"robust":[207],"reconstruct":[213],"both":[214],"incomplete":[215],"synthetic":[216],"real":[218],"high":[221],"accuracy.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-30T08:08:38.191290","created_date":"2025-10-10T00:00:00"}