{"id":"https://openalex.org/W1969719440","doi":"https://doi.org/10.1080/08839510802170587","title":"MULTI-LAYER CORRECTIVE CASCADE ARCHITECTURE FOR ON-LINE PREDICTIVE ECHO STATE NETWORKS","display_name":"MULTI-LAYER CORRECTIVE CASCADE ARCHITECTURE FOR ON-LINE PREDICTIVE ECHO STATE NETWORKS","publication_year":2008,"publication_date":"2008-08-19","ids":{"openalex":"https://openalex.org/W1969719440","doi":"https://doi.org/10.1080/08839510802170587","mag":"1969719440"},"language":"en","primary_location":{"id":"doi:10.1080/08839510802170587","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510802170587","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510802170587?needAccess=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510802170587?needAccess=true","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044805750","display_name":"Russell Y. Webb","orcid":null},"institutions":[{"id":"https://openalex.org/I185492890","display_name":"University of Canterbury","ror":"https://ror.org/03y7q9t39","country_code":"NZ","type":"education","lineage":["https://openalex.org/I185492890"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Russell Y. Webb","raw_affiliation_strings":["University of Canterbury, Electrical and Computer Engineering, New Zealand","University of Canterbury, Electrical and Computer Engineering, New Zealand#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Canterbury, Electrical and Computer Engineering, New Zealand","institution_ids":["https://openalex.org/I185492890"]},{"raw_affiliation_string":"University of Canterbury, Electrical and Computer Engineering, New Zealand#TAB#","institution_ids":["https://openalex.org/I185492890"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5044805750"],"corresponding_institution_ids":["https://openalex.org/I185492890"],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":3.3654,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92419615,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"22","issue":"7-8","first_page":"811","last_page":"823"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","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/T12611","display_name":"Neural Networks and Reservoir Computing","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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9923999905586243,"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/T10232","display_name":"Optical Network Technologies","score":0.9829000234603882,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8353610634803772},{"id":"https://openalex.org/keywords/echo-state-network","display_name":"Echo state network","score":0.8224347829818726},{"id":"https://openalex.org/keywords/echo","display_name":"Echo (communications protocol)","score":0.6943279504776001},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.6862213611602783},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.6358919739723206},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5813065767288208},{"id":"https://openalex.org/keywords/reservoir-computing","display_name":"Reservoir computing","score":0.5497777462005615},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5430838465690613},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.45865508913993835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42476755380630493},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4235861003398895},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4156869053840637},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.41022294759750366},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33957093954086304},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.14206627011299133},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06570208072662354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8353610634803772},{"id":"https://openalex.org/C172025690","wikidata":"https://www.wikidata.org/wiki/Q5332763","display_name":"Echo state network","level":4,"score":0.8224347829818726},{"id":"https://openalex.org/C2779426996","wikidata":"https://www.wikidata.org/wiki/Q18389128","display_name":"Echo (communications protocol)","level":2,"score":0.6943279504776001},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.6862213611602783},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.6358919739723206},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5813065767288208},{"id":"https://openalex.org/C135796866","wikidata":"https://www.wikidata.org/wiki/Q7315328","display_name":"Reservoir computing","level":4,"score":0.5497777462005615},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5430838465690613},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.45865508913993835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42476755380630493},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4235861003398895},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4156869053840637},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.41022294759750366},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33957093954086304},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.14206627011299133},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06570208072662354},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/08839510802170587","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510802170587","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510802170587?needAccess=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1080/08839510802170587","is_oa":true,"landing_page_url":"https://doi.org/10.1080/08839510802170587","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/08839510802170587?needAccess=true","source":{"id":"https://openalex.org/S125501549","display_name":"Applied Artificial Intelligence","issn_l":"0883-9514","issn":["0883-9514","1087-6545"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1969719440.pdf","grobid_xml":"https://content.openalex.org/works/W1969719440.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W144386880","https://openalex.org/W1523400967","https://openalex.org/W1525627159","https://openalex.org/W1565218449","https://openalex.org/W2001263627","https://openalex.org/W2022175477","https://openalex.org/W2094631910","https://openalex.org/W2118706537","https://openalex.org/W2128904261","https://openalex.org/W2542527458"],"related_works":["https://openalex.org/W57315087","https://openalex.org/W2010974764","https://openalex.org/W4386848428","https://openalex.org/W1996014987","https://openalex.org/W4205631599","https://openalex.org/W2021379535","https://openalex.org/W2903992663","https://openalex.org/W4237814686","https://openalex.org/W2997427060","https://openalex.org/W2953065922"],"abstract_inverted_index":{"An":[0],"architecture":[1],"for":[2,29,41],"on-line":[3,42],"learning":[4,43],"of":[5,15,44,81],"time":[6],"series":[7,14],"prediction":[8,39],"is":[9,35,74],"presented":[10],"which":[11],"uses":[12],"a":[13,78],"echo":[16],"state":[17],"networks":[18],"(ESNs).":[19],"Each":[20],"ESN":[21,66,84],"learns":[22],"to":[23,37,53,57,76],"predict":[24],"an":[25],"error":[26,67],"correction":[27],"term":[28],"the":[30,45,60,82],"previous":[31],"ESN.":[32],"This":[33],"technique":[34],"demonstrated":[36],"improve":[38],"accuracy":[40],"Mackey-Glass":[46],"chaotic":[47],"oscillator.":[48],"The":[49],"results":[50],"are":[51],"compared":[52],"other":[54],"architectural":[55],"configurations":[56],"show":[58],"that":[59],"improved":[61],"performance":[62],"emerges":[63],"from":[64],"sequential":[65],"correction.":[68],"A":[69],"new":[70],"recurrent":[71],"network":[72],"structure":[73],"shown":[75],"be":[77],"useful":[79],"simplification":[80],"usual":[83],"reservoir.":[85]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
