{"id":"https://openalex.org/W2189255447","doi":null,"title":"Sequentially Learning Multiple Meaningful Representations in Static Neural Networks","display_name":"Sequentially Learning Multiple Meaningful Representations in Static Neural Networks","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2189255447","mag":"2189255447"},"language":"en","primary_location":{"id":"mag:2189255447","doi":null,"is_oa":false,"landing_page_url":"http://www.nici.ru.nl/~idak/teaching/batheses/ThesisJordiBieger.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5027126246","display_name":"Jordi Bieger","orcid":"https://orcid.org/0000-0001-7093-101X","observed_orcids":["https://orcid.org/0000-0001-7093-101X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jordi Bieger","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045036409","display_name":"Ida G. Sprinkhuizen-Kuyper","orcid":"https://orcid.org/0000-0003-0273-9354","observed_orcids":["https://orcid.org/0000-0003-0273-9354"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"I.G. Sprinkhuizen-Kuyper","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0273-9354","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5080276145","display_name":"Iris van Rooij","orcid":"https://orcid.org/0000-0001-6520-4635","observed_orcids":["https://orcid.org/0000-0001-6520-4635"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Iris van Rooij","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6520-4635","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.6015999913215637,"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":0.6015999913215637,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.3935999870300293,"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":0.0008999999845400453,"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/catastrophic-forgetting","display_name":"catastrophic forgetting","score":0.9470000267028809},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"multi-task learning","score":0.8220000267028809},{"id":"https://openalex.org/keywords/static-neural-networks","display_name":"static neural networks","score":0.8140000104904175},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9639999866485596},{"id":"https://openalex.org/keywords/task-representation","display_name":"task representation","score":0.5889999866485596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7535943984985352},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.7062816619873047},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7009751796722412},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6764126420021057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6763358116149902},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6717587113380432},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5483532547950745},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4960382878780365},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49129098653793335},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.46962785720825195},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07628095149993896},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2189255447","doi":null,"is_oa":false,"landing_page_url":"http://www.nici.ru.nl/~idak/teaching/batheses/ThesisJordiBieger.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W31400480","https://openalex.org/W36434594","https://openalex.org/W47537243","https://openalex.org/W107370486","https://openalex.org/W174845226","https://openalex.org/W202177890","https://openalex.org/W205741422","https://openalex.org/W1497673662","https://openalex.org/W1525859397","https://openalex.org/W1526055535","https://openalex.org/W1530333870","https://openalex.org/W1579705726","https://openalex.org/W1580142630","https://openalex.org/W1589184028","https://openalex.org/W1666129467","https://openalex.org/W1792166071","https://openalex.org/W1825077972","https://openalex.org/W1844822759","https://openalex.org/W1852567770","https://openalex.org/W1975717741","https://openalex.org/W1975909437","https://openalex.org/W1977544285","https://openalex.org/W1977576450","https://openalex.org/W1980287119","https://openalex.org/W1997547570","https://openalex.org/W2002096058","https://openalex.org/W2015177294","https://openalex.org/W2018124860","https://openalex.org/W2025429934","https://openalex.org/W2035405290","https://openalex.org/W2035701280","https://openalex.org/W2036963181","https://openalex.org/W2040870580","https://openalex.org/W2047057213","https://openalex.org/W2048822829","https://openalex.org/W2058877549","https://openalex.org/W2067722758","https://openalex.org/W2076167926","https://openalex.org/W2086789740","https://openalex.org/W2088313145","https://openalex.org/W2099244771","https://openalex.org/W2099535060","https://openalex.org/W2100602534","https://openalex.org/W2102457056","https://openalex.org/W2106837051","https://openalex.org/W2108777272","https://openalex.org/W2110048843","https://openalex.org/W2116522068","https://openalex.org/W2121796542","https://openalex.org/W2127104373","https://openalex.org/W2131246644","https://openalex.org/W2133013156","https://openalex.org/W2146310234","https://openalex.org/W2146738023","https://openalex.org/W2147786979","https://openalex.org/W2148021378","https://openalex.org/W2150595230","https://openalex.org/W2154642048","https://openalex.org/W2158807557","https://openalex.org/W2161294075","https://openalex.org/W2161335528","https://openalex.org/W2164724958","https://openalex.org/W2168342951","https://openalex.org/W2168546489","https://openalex.org/W2169924623","https://openalex.org/W2170716495","https://openalex.org/W2180347123","https://openalex.org/W2914746235","https://openalex.org/W3107065996","https://openalex.org/W3143059483","https://openalex.org/W3207342693"],"related_works":["https://openalex.org/W2728119701","https://openalex.org/W1583088546","https://openalex.org/W7099917850","https://openalex.org/W4226094610","https://openalex.org/W7214901261","https://openalex.org/W2771011331","https://openalex.org/W2949038944","https://openalex.org/W53695742","https://openalex.org/W2899829432","https://openalex.org/W3130138360"],"abstract_inverted_index":{"Artificial":[0],"neural":[1,8],"networks":[2,9],"(ANNs)":[3],"attempt":[4],"to":[5,12,22,30,41,78,84,93,110,117],"mimic":[6],"human":[7,24],"in":[10,20,56,131],"order":[11],"solve":[13],"problems":[14],"and":[15,63,65],"carry":[16],"out":[17],"tasks.":[18,87],"However,":[19],"contrast":[21],"their":[23,132],"counterparts":[25],"ANNs":[26],"cannot":[27],"generally":[28],"learn":[29],"perform":[31,85],"new":[32],"tasks":[33,100],"without":[34,101],"forgetting":[35],"everything":[36],"they":[37],"already":[38],"know":[39],"due":[40],"a":[42],"phenomenon":[43],"called":[44],"catastrophic":[45],"interference.":[46],"This":[47],"paper":[48],"discusses":[49,66],"this":[50,80],"phenomenon,":[51],"shows":[52],"that":[53,73],"it":[54],"occurs":[55],"multi-layer":[57],"perceptrons":[58],"with":[59,134],"arbitrary":[60],"task":[61,76,120,128],"representations":[62,77,129],"proposes":[64],"the":[67,95,103,106,114],"static":[68],"meaningful":[69,75,127],"representation":[70],"learning":[71,83,96],"method":[72],"uses":[74],"circumvent":[79],"problem":[81],"when":[82],"multiple":[86],"The":[88,122],"technique":[89,115],"is":[90],"powerful":[91],"enough":[92],"enable":[94],"of":[97,105,125],"several":[98],"simple":[99],"changing":[102],"weights":[104],"network.":[107],"It":[108],"remains":[109],"be":[111],"seen":[112],"whether":[113],"scales":[116],"more":[118],"interesting":[119],"domains.":[121],"real":[123],"potential":[124],"using":[126],"lies":[130],"combination":[133],"other":[135],"techniques.":[136]},"counts_by_year":[],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}
