{"id":"https://openalex.org/W3044575716","doi":"https://doi.org/10.1109/tnnls.2020.3007548","title":"Convolutional Neural Network With Developmental Memory for Continual Learning","display_name":"Convolutional Neural Network With Developmental Memory for Continual Learning","publication_year":2020,"publication_date":"2020-07-21","ids":{"openalex":"https://openalex.org/W3044575716","doi":"https://doi.org/10.1109/tnnls.2020.3007548","mag":"3044575716","pmid":"https://pubmed.ncbi.nlm.nih.gov/32692685"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2020.3007548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2020.3007548","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/A5031148632","display_name":"Gyeong-Moon Park","orcid":"https://orcid.org/0000-0003-4011-9981"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gyeong-Moon Park","raw_affiliation_strings":["Integrated Intelligence Research Section, Electronics and Telecommunications Research Institute (ETRI), Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-4011-9981","affiliations":[{"raw_affiliation_string":"Integrated Intelligence Research Section, Electronics and Telecommunications Research Institute (ETRI), Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051029758","display_name":"Sahng-Min Yoo","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sahng-Min Yoo","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-8387-3709","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100718523","display_name":"Jong-Hwan Kim","orcid":"https://orcid.org/0000-0002-4172-4174"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong-Hwan Kim","raw_affiliation_strings":["School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-4172-4174","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.979,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92846344,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"32","issue":"6","first_page":"2691","last_page":"2705"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.991599977016449,"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/forgetting","display_name":"Forgetting","score":0.8800695538520813},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7954964637756348},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7587988972663879},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7000956535339355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6935588717460632},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5385061502456665},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5162122845649719},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4622909724712372},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.06688278913497925},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.05897614359855652}],"concepts":[{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.8800695538520813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7954964637756348},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7587988972663879},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7000956535339355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6935588717460632},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5385061502456665},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5162122845649719},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4622909724712372},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.06688278913497925},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.05897614359855652},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2020.3007548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2020.3007548","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:32692685","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32692685","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2396645216","display_name":null,"funder_award_id":"2016-0-00563","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W1598866093","https://openalex.org/W1682403713","https://openalex.org/W1686810756","https://openalex.org/W1690739335","https://openalex.org/W1817277359","https://openalex.org/W1821462560","https://openalex.org/W2016053056","https://openalex.org/W2037979274","https://openalex.org/W2060277733","https://openalex.org/W2152161678","https://openalex.org/W2152424459","https://openalex.org/W2161381512","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2308045930","https://openalex.org/W2342491128","https://openalex.org/W2426267443","https://openalex.org/W2473930607","https://openalex.org/W2533598788","https://openalex.org/W2554616628","https://openalex.org/W2560647685","https://openalex.org/W2591954064","https://openalex.org/W2605043629","https://openalex.org/W2605911906","https://openalex.org/W2623790698","https://openalex.org/W2707890836","https://openalex.org/W2734314755","https://openalex.org/W2737492962","https://openalex.org/W2744751690","https://openalex.org/W2756154119","https://openalex.org/W2786446225","https://openalex.org/W2791091755","https://openalex.org/W2803023299","https://openalex.org/W2804175194","https://openalex.org/W2895723011","https://openalex.org/W2949995560","https://openalex.org/W2952626150","https://openalex.org/W2962724315","https://openalex.org/W2963072899","https://openalex.org/W2963178577","https://openalex.org/W2963540014","https://openalex.org/W2963559848","https://openalex.org/W2963850662","https://openalex.org/W2964118293","https://openalex.org/W2964189064","https://openalex.org/W2964222566","https://openalex.org/W3098511564","https://openalex.org/W3103800629","https://openalex.org/W4285719527","https://openalex.org/W4295883599","https://openalex.org/W4297790878","https://openalex.org/W4301163820","https://openalex.org/W4319988532","https://openalex.org/W6635810480","https://openalex.org/W6637373629","https://openalex.org/W6637551013","https://openalex.org/W6638480814","https://openalex.org/W6638523607","https://openalex.org/W6682359208","https://openalex.org/W6684191040","https://openalex.org/W6734171162","https://openalex.org/W6736334413","https://openalex.org/W6738602802","https://openalex.org/W6739917289","https://openalex.org/W6741217325","https://openalex.org/W6742852309","https://openalex.org/W6746627851","https://openalex.org/W6751591294","https://openalex.org/W6751751081","https://openalex.org/W6849896277"],"related_works":["https://openalex.org/W4289718052","https://openalex.org/W2164121020","https://openalex.org/W2145559838","https://openalex.org/W2905319430","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Convolutional":[0],"neural":[1,11],"networks":[2,75],"(CNNs)":[3],"are":[4,23],"one":[5],"of":[6,15,45,80,111,127,164],"the":[7,16,95,104,109,112,116,119,125,139,142,150,154],"most":[8,14],"successful":[9],"deep":[10],"networks.":[12],"Indeed,":[13],"recent":[17],"applications":[18],"related":[19],"to":[20,51,59,76,88,99,123,161,168],"computer":[21],"vision":[22],"based":[24],"on":[25,103,131,153],"CNNs.":[26],"However,":[27],"when":[28],"learning":[29,61,92],"new":[30,105,155],"tasks":[31,48,134,167],"in":[32],"a":[33,42,70],"sequential":[34],"manner,":[35],"CNNs":[36],"face":[37],"catastrophic":[38],"forgetting:":[39],"they":[40],"forget":[41],"considerable":[43],"amount":[44],"previously":[46],"learned":[47],"while":[49],"adapting":[50],"novel":[52,84],"tasks.":[53,82,129],"To":[54],"overcome":[55],"this":[56],"main":[57],"barrier":[58],"continual":[60,170],"with":[62,138,145],"CNNs,":[63],"we":[64],"introduce":[65],"developmental":[66],"memory":[67],"(DM)":[68],"into":[69],"CNN,":[71],"continually":[72],"generating":[73],"submemory":[74,98],"learn":[77],"important":[78],"features":[79],"individual":[81],"A":[83],"training":[85],"method,":[86],"referred":[87],"here":[89],"as":[90],"guided":[91],"(GL),":[93],"guides":[94],"newly":[96],"generated":[97],"become":[100],"an":[101],"expert":[102],"task,":[106],"eventually":[107],"improving":[108],"performance":[110,152],"overall":[113],"network.":[114],"At":[115],"same":[117],"time,":[118],"existing":[120],"submemories":[121],"attempt":[122],"preserve":[124],"knowledge":[126],"old":[128],"Experiments":[130],"image":[132,156,166],"classification":[133,151],"show":[135],"that":[136],"compared":[137],"state-of-the-art":[140],"algorithms,":[141],"proposed":[143],"CNN":[144],"DM":[146],"not":[147],"only":[148],"improves":[149],"task":[157],"but":[158],"also":[159],"leads":[160],"less":[162],"forgetting":[163],"previous":[165],"facilitate":[169],"learning.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}