{"id":"https://openalex.org/W2160642969","doi":"https://doi.org/10.1109/ijcnn.2008.4634190","title":"A self-organizing architecture of recursive elements for continuous learning","display_name":"A self-organizing architecture of recursive elements for continuous learning","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2160642969","doi":"https://doi.org/10.1109/ijcnn.2008.4634190","mag":"2160642969"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2008.4634190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-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/A5106183623","display_name":"Leandro Augusto da Silva","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Leandro Augusto da Silva","raw_affiliation_strings":["Department of Electronic Systems Engineering, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems Engineering, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011966830","display_name":"Humberto Rodrigo Sandmann","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Humberto Sandmann","raw_affiliation_strings":["Department of Electronic Systems Engineering, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems Engineering, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075798143","display_name":"Emilio Del-Moral-Hernandez","orcid":"https://orcid.org/0000-0003-4554-168X"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Emilio Del-Moral-Hernandez","raw_affiliation_strings":["Department of Electronic Systems Engineering, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems Engineering, Escola Polit\u00e9cnica da Universidade de S\u00e3o Paulo, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5106183623"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":1.1441,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85190419,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"16","issue":null,"first_page":"2784","last_page":"2791"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9642000198364258,"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9596999883651733,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.770404577255249},{"id":"https://openalex.org/keywords/self-organizing-map","display_name":"Self-organizing map","score":0.7693884968757629},{"id":"https://openalex.org/keywords/self-organization","display_name":"Self-organization","score":0.6014764904975891},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5817869901657104},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5529579520225525},{"id":"https://openalex.org/keywords/lyapunov-exponent","display_name":"Lyapunov exponent","score":0.5300324559211731},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5128121972084045},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4786564111709595},{"id":"https://openalex.org/keywords/competitive-learning","display_name":"Competitive learning","score":0.47861427068710327},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.34286263585090637},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3410739302635193},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07980808615684509}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.770404577255249},{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.7693884968757629},{"id":"https://openalex.org/C106960710","wikidata":"https://www.wikidata.org/wiki/Q609408","display_name":"Self-organization","level":2,"score":0.6014764904975891},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5817869901657104},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5529579520225525},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.5300324559211731},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5128121972084045},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4786564111709595},{"id":"https://openalex.org/C120822770","wikidata":"https://www.wikidata.org/wiki/Q5156355","display_name":"Competitive learning","level":3,"score":0.47861427068710327},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.34286263585090637},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3410739302635193},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07980808615684509},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2008.4634190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634190","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320323339","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1830919598","https://openalex.org/W2007099865","https://openalex.org/W2035416543","https://openalex.org/W2078880612","https://openalex.org/W2124776405","https://openalex.org/W2125514549","https://openalex.org/W2158765443","https://openalex.org/W4245176872"],"related_works":["https://openalex.org/W2020360339","https://openalex.org/W2590565095","https://openalex.org/W2160366419","https://openalex.org/W2149471286","https://openalex.org/W2055870375","https://openalex.org/W2027409595","https://openalex.org/W2011664814","https://openalex.org/W1961454974","https://openalex.org/W150043153","https://openalex.org/W2482164254"],"abstract_inverted_index":{"This":[0,38],"paper":[1],"describes":[2],"how":[3],"recursive":[4,26],"nodes":[5],"with":[6,122],"rich":[7],"dynamics":[8],"can":[9],"be":[10],"explored":[11],"in":[12,32,91],"a":[13,33,101],"self-organizing":[14,35],"artificial":[15],"network":[16],"for":[17],"continuous":[18,92],"learning":[19,93,100],"tasks.":[20],"The":[21,71,109],"purpose":[22],"of":[23,47,51,59,68,99,124],"inserting":[24],"the":[25,48,57,65,69,76,82,87,97,106],"elements":[27],"is":[28,41,73,89,96,113,120],"introducing":[29],"chaos":[30],"behavior":[31],"modified":[34],"map":[36],"(SOM).":[37],"new":[39,102],"structure":[40],"called":[42],"CSOM.":[43],"It":[44],"incorporates":[45],"some":[46],"main":[49],"features":[50],"SOM,":[52],"but":[53],"it":[54],"also":[55],"improves":[56],"capability":[58],"cluster":[60],"input":[61],"patterns":[62,107],"through":[63],"increasing":[64],"winning":[66],"opportunities":[67],"units.":[70],"proposal":[72,110],"to":[74,80],"use":[75],"Lyapunov":[77],"exponent":[78],"value":[79],"define":[81],"winner":[83],"unit.":[84],"In":[85],"addition,":[86],"CSOM":[88],"introduced":[90],"task,":[94],"which":[95],"capacity":[98],"pattern,":[103],"without":[104],"losing":[105],"learned.":[108],"addressed":[111],"here":[112],"described,":[114],"analyzed":[115],"quantitatively":[116],"and":[117],"its":[118],"performance":[119],"compared":[121],"that":[123],"conventional":[125],"SOM.":[126]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
