{"id":"https://openalex.org/W4220939107","doi":"https://doi.org/10.1109/tcyb.2022.3155901","title":"Growing Echo State Network With an Inverse-Free Weight Update Strategy","display_name":"Growing Echo State Network With an Inverse-Free Weight Update Strategy","publication_year":2022,"publication_date":"2022-03-22","ids":{"openalex":"https://openalex.org/W4220939107","doi":"https://doi.org/10.1109/tcyb.2022.3155901","pmid":"https://pubmed.ncbi.nlm.nih.gov/35316203"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2022.3155901","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2022.3155901","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xiufang Chen","orcid":"https://orcid.org/0000-0003-2998-1941"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiufang Chen","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xin Luo","orcid":"https://orcid.org/0000-0002-1348-5305"},"institutions":[{"id":"https://openalex.org/I4210123021","display_name":"Chongqing Institute of Green and Intelligent Technology","ror":"https://ror.org/031npqv35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210123021"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Luo","raw_affiliation_strings":["Chongqing Key Laboratory of Big Data and Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Key Laboratory of Big Data and Intelligent Computing, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China","institution_ids":["https://openalex.org/I4210123021"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Long Jin","orcid":"https://orcid.org/0000-0002-5329-5098"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Jin","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shuai Li","orcid":"https://orcid.org/0000-0002-0215-0307"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Li","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":null,"display_name":"Mei Liu","orcid":"https://orcid.org/0000-0003-0445-941X"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mei Liu","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76214153"],"apc_list":null,"apc_paid":null,"fwci":3.999,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94341503,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"53","issue":"2","first_page":"753","last_page":"764"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9611999988555908,"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":0.9611999988555908,"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/T12676","display_name":"Machine Learning and ELM","score":0.012000000104308128,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.003000000026077032,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.637499988079071},{"id":"https://openalex.org/keywords/echo","display_name":"Echo (communications protocol)","score":0.6146000027656555},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4912000000476837},{"id":"https://openalex.org/keywords/echo-state-network","display_name":"Echo state network","score":0.4880000054836273},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.48089998960494995},{"id":"https://openalex.org/keywords/monotone-polygon","display_name":"Monotone polygon","score":0.46050000190734863},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.43639999628067017},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.37689998745918274}],"concepts":[{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.637499988079071},{"id":"https://openalex.org/C2779426996","wikidata":"https://www.wikidata.org/wiki/Q18389128","display_name":"Echo (communications protocol)","level":2,"score":0.6146000027656555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6000999808311462},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4912000000476837},{"id":"https://openalex.org/C172025690","wikidata":"https://www.wikidata.org/wiki/Q5332763","display_name":"Echo state network","level":4,"score":0.4880000054836273},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.48089998960494995},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4634000062942505},{"id":"https://openalex.org/C2834757","wikidata":"https://www.wikidata.org/wiki/Q4925424","display_name":"Monotone polygon","level":2,"score":0.46050000190734863},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.43639999628067017},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.37689998745918274},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3702000081539154},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.36820000410079956},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.35420000553131104},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3352000117301941},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32820001244544983},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.3262999951839447},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3228999972343445},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.3084000051021576},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C127964446","wikidata":"https://www.wikidata.org/wiki/Q1092142","display_name":"Computational resource","level":3,"score":0.26179999113082886},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.26089999079704285},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2581000030040741}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tcyb.2022.3155901","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2022.3155901","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:35316203","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35316203","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:/ir.lzu.edu.cn/:262010/480308","is_oa":false,"landing_page_url":"https://ir.lzu.edu.cn/handle/262010/480308","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:/ir.lzu.edu.cn/:262010/481555","is_oa":false,"landing_page_url":"https://ir.lzu.edu.cn/handle/262010/481555","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in Press"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W2005156851","https://openalex.org/W2007123500","https://openalex.org/W2111072639","https://openalex.org/W2118706537","https://openalex.org/W2134603844","https://openalex.org/W2141695047","https://openalex.org/W2158787087","https://openalex.org/W2159682675","https://openalex.org/W2177933918","https://openalex.org/W2216740760","https://openalex.org/W2273476706","https://openalex.org/W2314582146","https://openalex.org/W2405909743","https://openalex.org/W2585502432","https://openalex.org/W2591194352","https://openalex.org/W2613375858","https://openalex.org/W2696256157","https://openalex.org/W2735987329","https://openalex.org/W2738226240","https://openalex.org/W2758428971","https://openalex.org/W2800467185","https://openalex.org/W2801348310","https://openalex.org/W2898406129","https://openalex.org/W2947265870","https://openalex.org/W2950032177","https://openalex.org/W2963331760","https://openalex.org/W2968196960","https://openalex.org/W2973250621","https://openalex.org/W2973663040","https://openalex.org/W2978371710","https://openalex.org/W2991479487","https://openalex.org/W2995023946","https://openalex.org/W2995894307","https://openalex.org/W3000352647","https://openalex.org/W3004039693","https://openalex.org/W3007551217","https://openalex.org/W3010938659","https://openalex.org/W3013812952","https://openalex.org/W3016711424","https://openalex.org/W3021053030","https://openalex.org/W3035565291","https://openalex.org/W3035605716","https://openalex.org/W3091808089","https://openalex.org/W3093499421","https://openalex.org/W3107988145","https://openalex.org/W3115913152","https://openalex.org/W3116248644","https://openalex.org/W3164300111","https://openalex.org/W3166289326","https://openalex.org/W3196353935","https://openalex.org/W4250589301","https://openalex.org/W6685384837"],"related_works":["https://openalex.org/W2511963278","https://openalex.org/W2124349412","https://openalex.org/W57315087","https://openalex.org/W2600490782","https://openalex.org/W1989312953","https://openalex.org/W4256731027","https://openalex.org/W3003514132","https://openalex.org/W2945154389","https://openalex.org/W3117947498","https://openalex.org/W2089553807"],"abstract_inverted_index":{"An":[0],"echo":[1],"state":[2],"network":[3,77],"(ESN)":[4],"draws":[5],"widespread":[6],"attention":[7],"and":[8,90,97,101,115],"is":[9,31,46,59,72,109,124],"applied":[10],"in":[11,34,65],"many":[12],"scenarios.":[13],"As":[14],"the":[15,21,23,35,41,52,62,76,83,106],"most":[16],"typical":[17],"approach":[18],"for":[19,61],"solving":[20],"ESN,":[22],"matrix":[24],"inverse":[25],"operation":[26],"of":[27],"high":[28],"computational":[29,43,53],"complexity":[30],"involved.":[32],"However,":[33],"modern":[36],"big":[37],"data":[38],"era,":[39],"addressing":[40],"heavy":[42],"burden":[44],"problem":[45],"necessary.":[47],"In":[48],"order":[49],"to":[50,74,111],"reduce":[51],"load,":[54],"an":[55,69],"inverse-free":[56],"ESN":[57],"(IFESN)":[58],"proposed":[60,107],"first":[63],"time":[64],"this":[66],"article.":[67],"Besides,":[68],"incremental":[70],"IFESN":[71],"constructed":[73],"attain":[75],"topology":[78],"with":[79],"theoretical":[80],"proof":[81],"on":[82,94],"training":[84],"error's":[85],"monotone":[86],"decline":[87],"property.":[88],"Simulations":[89],"experiments":[91],"are":[92],"conducted":[93],"several":[95],"numerical":[96],"real-world":[98],"time-series":[99],"benchmarks,":[100],"corresponding":[102],"results":[103],"indicate":[104],"that":[105],"model":[108],"superior":[110],"some":[112],"existing":[113],"models":[114],"possesses":[116],"excellent":[117],"practical":[118],"application":[119],"potential.":[120],"The":[121],"source":[122],"code":[123],"publicly":[125],"available":[126],"at":[127],"https://github.com/LongJin-lab/the-supplementary-file-for-CYB-E-2021-04-0944.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2022-04-03T00:00:00"}