{"id":"https://openalex.org/W2302439267","doi":"https://doi.org/10.1109/tnnls.2016.2536649","title":"Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines","display_name":"Sequential Nonlinear Learning for Distributed Multiagent Systems via Extreme Learning Machines","publication_year":2016,"publication_date":"2016-03-11","ids":{"openalex":"https://openalex.org/W2302439267","doi":"https://doi.org/10.1109/tnnls.2016.2536649","mag":"2302439267","pmid":"https://pubmed.ncbi.nlm.nih.gov/26978837"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2016.2536649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2016.2536649","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5061392794","display_name":"N. Denizcan Vanli","orcid":"https://orcid.org/0000-0001-5271-8020"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nuri Denizcan Vanli","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081851582","display_name":"Muhammed O. Sayin","orcid":"https://orcid.org/0000-0001-5779-3986"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Muhammed O. Sayin","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064912897","display_name":"\u0130brahim Delibalta","orcid":"https://orcid.org/0000-0002-7296-6301"},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ibrahim Delibalta","raw_affiliation_strings":["AveaLabs, Avea Communications Services Inc., Istanbul, Turkey","Graduate School of Social Sciences and Humanities, Ko\u00e7 University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AveaLabs, Avea Communications Services Inc., Istanbul, Turkey","institution_ids":[]},{"raw_affiliation_string":"Graduate School of Social Sciences and Humanities, Ko\u00e7 University, Istanbul, Turkey","institution_ids":["https://openalex.org/I1351752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103267259","display_name":"S\u00fcleyman S. Kozat","orcid":"https://orcid.org/0000-0002-6488-3848"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Suleyman Serdar Kozat","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.7409,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.96086474,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"28","issue":"3","first_page":"546","last_page":"558"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.995199978351593,"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/T10773","display_name":"Extracellular vesicles in disease","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.66302490234375},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4701652228832245},{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.4608682096004486},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.46068859100341797},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44624584913253784},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4351995587348938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41548120975494385}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.66302490234375},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4701652228832245},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.4608682096004486},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.46068859100341797},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44624584913253784},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4351995587348938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41548120975494385},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tnnls.2016.2536649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2016.2536649","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:26978837","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26978837","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 neural networks and learning systems","raw_type":null},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/37102","is_oa":false,"landing_page_url":"http://hdl.handle.net/11693/37102","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1867117070","https://openalex.org/W1991121015","https://openalex.org/W2005318905","https://openalex.org/W2019569173","https://openalex.org/W2023320048","https://openalex.org/W2040263621","https://openalex.org/W2042664989","https://openalex.org/W2044212084","https://openalex.org/W2052179119","https://openalex.org/W2055429730","https://openalex.org/W2061065224","https://openalex.org/W2066332749","https://openalex.org/W2077742325","https://openalex.org/W2100595623","https://openalex.org/W2111072639","https://openalex.org/W2114791779","https://openalex.org/W2119328597","https://openalex.org/W2122040390","https://openalex.org/W2129160848","https://openalex.org/W2133941677","https://openalex.org/W2134711723","https://openalex.org/W2139055047","https://openalex.org/W2145574455","https://openalex.org/W2146502635","https://openalex.org/W2148087609","https://openalex.org/W2149778463","https://openalex.org/W2151197809","https://openalex.org/W2154682027","https://openalex.org/W2158054309","https://openalex.org/W2164301055","https://openalex.org/W2167982865","https://openalex.org/W2170587289","https://openalex.org/W2170852120","https://openalex.org/W2295500362","https://openalex.org/W2296319761","https://openalex.org/W2963395095","https://openalex.org/W2963544917","https://openalex.org/W2963866791","https://openalex.org/W2964229844","https://openalex.org/W3012264151","https://openalex.org/W3101665129","https://openalex.org/W3120740533","https://openalex.org/W4238850922","https://openalex.org/W4250589301","https://openalex.org/W4252250592","https://openalex.org/W4295237216","https://openalex.org/W6679795937","https://openalex.org/W6681435938","https://openalex.org/W6682244129","https://openalex.org/W6682774789","https://openalex.org/W6683945318"],"related_works":["https://openalex.org/W2067443264","https://openalex.org/W31566076","https://openalex.org/W4297902562","https://openalex.org/W2741186499","https://openalex.org/W2804652951","https://openalex.org/W2556335056","https://openalex.org/W2002678693","https://openalex.org/W1584764049","https://openalex.org/W2743832667","https://openalex.org/W4386889652"],"abstract_inverted_index":{"We":[0,84],"study":[1],"online":[2],"nonlinear":[3],"learning":[4,94,172],"over":[5],"distributed":[6,91],"multiagent":[7,53],"systems,":[8],"where":[9],"each":[10,30,61,111,116],"agent":[11,31,62,112],"employs":[12],"a":[13,90],"single":[14],"hidden":[15],"layer":[16],"feedforward":[17],"neural":[18],"network":[19],"(SLFN)":[20],"structure":[21],"to":[22,43,56,74],"sequentially":[23],"minimize":[24],"arbitrary":[25],"loss":[26],"functions.":[27],"In":[28],"particular,":[29],"trains":[32],"its":[33],"own":[34],"SLFN":[35,59,70,109],"using":[36],"only":[37],"the":[38,46,49,52,58,66,76,105,108,123,126,136,144,148,156,160,166,170,178,185],"data":[39],"that":[40,71,115,155],"is":[41,55,181],"revealed":[42],"itself.":[44],"On":[45],"other":[47],"hand,":[48],"aim":[50],"of":[51,107,117,125,138,147],"system":[54],"train":[57],"at":[60,110],"as":[63,65],"well":[64],"optimal":[67,127],"centralized":[68,128],"batch":[69,129],"has":[72],"access":[73],"all":[75],"data,":[77],"by":[78,88],"exchanging":[79],"information":[80],"between":[81],"neighboring":[82],"agents.":[83],"address":[85],"this":[86],"problem":[87],"introducing":[89],"subgradient-based":[92],"extreme":[93],"machine":[95,171],"algorithm.":[96,150],"The":[97,151],"proposed":[98,149,157,179],"algorithm":[99,158],"provides":[100],"guaranteed":[101],"upper":[102],"bounds":[103],"on":[104,143],"performance":[106,124,132,162],"and":[113,140,173],"shows":[114],"these":[118],"individual":[119],"SLFNs":[120],"asymptotically":[121],"achieves":[122,159],"SLFN.":[130],"Our":[131],"guarantees":[133],"explicitly":[134],"distinguish":[135],"effects":[137],"data-":[139],"network-dependent":[141],"parameters":[142],"convergence":[145],"rate":[146],"experimental":[152],"results":[153],"illustrate":[154],"oracle":[161],"significantly":[163],"faster":[164],"than":[165],"state-of-the-art":[167],"methods":[168],"in":[169],"signal":[174],"processing":[175],"literature.":[176],"Hence,":[177],"method":[180],"highly":[182],"appealing":[183],"for":[184],"applications":[186],"involving":[187],"big":[188],"data.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}
