{"id":"https://openalex.org/W4390187321","doi":"https://doi.org/10.1109/tnnls.2023.3344085","title":"Tuned Compositional Feature Replays for Efficient Stream Learning","display_name":"Tuned Compositional Feature Replays for Efficient Stream Learning","publication_year":2023,"publication_date":"2023-12-25","ids":{"openalex":"https://openalex.org/W4390187321","doi":"https://doi.org/10.1109/tnnls.2023.3344085","pmid":"https://pubmed.ncbi.nlm.nih.gov/38145511"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3344085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3344085","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":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11196387/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056694783","display_name":"Morgan B. Talbot","orcid":"https://orcid.org/0000-0001-6778-5859"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I4210092658","display_name":"Harvard\u2013MIT Division of Health Sciences and Technology","ror":"https://ror.org/00jjeh629","country_code":"US","type":"education","lineage":["https://openalex.org/I4210092658"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Morgan B. Talbot","raw_affiliation_strings":["Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA, USA","Center for Brains, Minds, and Machines (CBMM), Cambridge, MA, USA","Boston Children's Hospital (BCH), Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Harvard-MIT Program in Health Sciences and Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210092658"]},{"raw_affiliation_string":"Center for Brains, Minds, and Machines (CBMM), Cambridge, MA, USA","institution_ids":[]},{"raw_affiliation_string":"Boston Children's Hospital (BCH), Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005225696","display_name":"Rushikesh Zawar","orcid":"https://orcid.org/0000-0002-7560-8294"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]},{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN","US"],"is_corresponding":false,"raw_author_name":"Rushikesh Zawar","raw_affiliation_strings":["Boston Children\u2019s Hospital (BCH), Boston, MA, USA","Boston Children's Hospital (BCH), Boston, MA, USA","Harvard University, Cambridge, MA, USA","Birla Institute of Technology and Science at Pilani (BITS Pilani), Pilani, India"],"affiliations":[{"raw_affiliation_string":"Boston Children\u2019s Hospital (BCH), Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Boston Children's Hospital (BCH), Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Harvard University, Cambridge, MA, USA","institution_ids":["https://openalex.org/I2801851002"]},{"raw_affiliation_string":"Birla Institute of Technology and Science at Pilani (BITS Pilani), Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065995677","display_name":"Rohil Badkundri","orcid":"https://orcid.org/0000-0003-3338-383X"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rohil Badkundri","raw_affiliation_strings":["Boston Children\u2019s Hospital (BCH), Boston, MA, USA","Boston Children's Hospital (BCH), Boston, MA, USA","Center for Brains, Minds, and Machines (CBMM), Cambridge, MA, USA","Harvard University, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Boston Children\u2019s Hospital (BCH), Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Boston Children's Hospital (BCH), Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Center for Brains, Minds, and Machines (CBMM), Cambridge, MA, USA","institution_ids":[]},{"raw_affiliation_string":"Harvard University, Cambridge, MA, USA","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043013159","display_name":"Mengmi Zhang","orcid":"https://orcid.org/0000-0002-2694-7097"},"institutions":[{"id":"https://openalex.org/I115228651","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09","country_code":"SG","type":"government","lineage":["https://openalex.org/I115228651"]},{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]},{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Mengmi Zhang","raw_affiliation_strings":["Boston Children\u2019s Hospital (BCH), Boston, MA, USA","Center for Brains, Minds, and Machines (CBMM), Cambridge, MA, USA","Boston Children's Hospital (BCH), Boston, MA, USA","A*STAR Institute for Infocomm Research (I2R), Singapore, Singapore","School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore","Agency for Science, Technology and Research (A*STAR) Center for Frontier AI Research (CFAR), Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Boston Children\u2019s Hospital (BCH), Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Center for Brains, Minds, and Machines (CBMM), Cambridge, MA, USA","institution_ids":[]},{"raw_affiliation_string":"Boston Children's Hospital (BCH), Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"A*STAR Institute for Infocomm Research (I2R), Singapore, Singapore","institution_ids":["https://openalex.org/I3005327000","https://openalex.org/I115228651"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Agency for Science, Technology and Research (A*STAR) Center for Frontier AI Research (CFAR), Singapore, Singapore","institution_ids":["https://openalex.org/I115228651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081541767","display_name":"Gabriel Kreiman","orcid":"https://orcid.org/0000-0003-3505-8475"},"institutions":[{"id":"https://openalex.org/I1288882113","display_name":"Boston Children's Hospital","ror":"https://ror.org/00dvg7y05","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1288882113"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gabriel Kreiman","raw_affiliation_strings":["Boston Children\u2019s Hospital (BCH), Boston, MA, USA","Boston Children's Hospital (BCH), Boston, MA, USA","Harvard Medical School, Boston, MA, USA","Center for Brains, Minds, and Machines (CBMM), Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Boston Children\u2019s Hospital (BCH), Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Boston Children's Hospital (BCH), Boston, MA, USA","institution_ids":["https://openalex.org/I1288882113"]},{"raw_affiliation_string":"Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Center for Brains, Minds, and Machines (CBMM), Cambridge, MA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056694783"],"corresponding_institution_ids":["https://openalex.org/I1288882113","https://openalex.org/I4210092658"],"apc_list":null,"apc_paid":null,"fwci":0.1722,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59708727,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"36","issue":"2","first_page":"3300","last_page":"3314"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9977999925613403,"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.8372894525527954},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8229873180389404},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6875742673873901},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6398202180862427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6017423272132874},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5068545937538147},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5051982998847961},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46494096517562866},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.46313148736953735},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.461361825466156},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40427178144454956}],"concepts":[{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.8372894525527954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8229873180389404},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6875742673873901},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6398202180862427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6017423272132874},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5068545937538147},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5051982998847961},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46494096517562866},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.46313148736953735},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.461361825466156},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40427178144454956},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1109/tnnls.2023.3344085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3344085","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:38145511","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38145511","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},{"id":"pmh:oai:dr.ntu.edu.sg:10356/210519","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/210519","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:11679905","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11196387","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:11196387","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11196387/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Neural Netw Learn Syst","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11196387","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11196387/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Trans Neural Netw Learn Syst","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1330203626","display_name":null,"funder_award_id":"T32GM144273","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"},{"id":"https://openalex.org/G3301694599","display_name":null,"funder_award_id":"R01EY026025","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5300787990","display_name":null,"funder_award_id":"CCF-1231216","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G707340384","display_name":null,"funder_award_id":"T32GM007753","funder_id":"https://openalex.org/F4320337354","funder_display_name":"National Institute of General Medical Sciences"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337354","display_name":"National Institute of General Medical Sciences","ror":"https://ror.org/04q48ey07"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":96,"referenced_works":["https://openalex.org/W1558089843","https://openalex.org/W1682403713","https://openalex.org/W2032682139","https://openalex.org/W2036963181","https://openalex.org/W2047057213","https://openalex.org/W2060277733","https://openalex.org/W2096698697","https://openalex.org/W2108598243","https://openalex.org/W2116522068","https://openalex.org/W2124509324","https://openalex.org/W2194775991","https://openalex.org/W2471821491","https://openalex.org/W2473930607","https://openalex.org/W2560647685","https://openalex.org/W2563453945","https://openalex.org/W2583761661","https://openalex.org/W2737492962","https://openalex.org/W2743151379","https://openalex.org/W2765101016","https://openalex.org/W2786958491","https://openalex.org/W2804175194","https://openalex.org/W2892331934","https://openalex.org/W2902625698","https://openalex.org/W2903183390","https://openalex.org/W2903260450","https://openalex.org/W2922466325","https://openalex.org/W2954929116","https://openalex.org/W2962884963","https://openalex.org/W2963163009","https://openalex.org/W2963588172","https://openalex.org/W2964189064","https://openalex.org/W2991265870","https://openalex.org/W2994887008","https://openalex.org/W3007041883","https://openalex.org/W3022686843","https://openalex.org/W3030364939","https://openalex.org/W3031989616","https://openalex.org/W3035525746","https://openalex.org/W3046253174","https://openalex.org/W3082248862","https://openalex.org/W3097784654","https://openalex.org/W3100156920","https://openalex.org/W3108280718","https://openalex.org/W3118608800","https://openalex.org/W3125116114","https://openalex.org/W3130320103","https://openalex.org/W3144281354","https://openalex.org/W3168149265","https://openalex.org/W3177032574","https://openalex.org/W3190534097","https://openalex.org/W3201391143","https://openalex.org/W4214818106","https://openalex.org/W4220917874","https://openalex.org/W4225370562","https://openalex.org/W4226320372","https://openalex.org/W4229027951","https://openalex.org/W4282934996","https://openalex.org/W4283802001","https://openalex.org/W4285299366","https://openalex.org/W4295312788","https://openalex.org/W4298116016","https://openalex.org/W4299518610","https://openalex.org/W4323064896","https://openalex.org/W4385064145","https://openalex.org/W4385245566","https://openalex.org/W4385338523","https://openalex.org/W4394670654","https://openalex.org/W6633217203","https://openalex.org/W6682132143","https://openalex.org/W6732467815","https://openalex.org/W6735632633","https://openalex.org/W6736334413","https://openalex.org/W6737377802","https://openalex.org/W6738602802","https://openalex.org/W6739901393","https://openalex.org/W6741087337","https://openalex.org/W6741217325","https://openalex.org/W6745121187","https://openalex.org/W6747837551","https://openalex.org/W6747947074","https://openalex.org/W6748367459","https://openalex.org/W6751591294","https://openalex.org/W6756444276","https://openalex.org/W6756535557","https://openalex.org/W6757007745","https://openalex.org/W6757384668","https://openalex.org/W6760883817","https://openalex.org/W6764645560","https://openalex.org/W6766978945","https://openalex.org/W6767117800","https://openalex.org/W6770412879","https://openalex.org/W6779277634","https://openalex.org/W6787972765","https://openalex.org/W6838847804","https://openalex.org/W6850934436","https://openalex.org/W6855679357"],"related_works":["https://openalex.org/W4289718052","https://openalex.org/W2164121020","https://openalex.org/W2145559838","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W4281760909","https://openalex.org/W3048601286","https://openalex.org/W2965925734"],"abstract_inverted_index":{"Our":[0,243],"brains":[1],"extract":[2],"durable,":[3],"generalizable":[4],"knowledge":[5,50],"from":[6,44],"transient":[7],"experiences":[8],"of":[9,102,112,205],"the":[10,100,113,126,151,202,241],"world.":[11],"Artificial":[12],"neural":[13,96,127],"networks":[14,97],"come":[15],"nowhere":[16],"close":[17],"to":[18,25,88,106,115,129,138,170],"this":[19],"ability.":[20],"When":[21],"tasked":[22],"with":[23],"learning":[24,52,60,155,209],"classify":[26],"objects":[27],"by":[28,71,76,133,156,216],"training":[29,164],"on":[30,196],"nonrepeating":[31],"video":[32],"frames":[33],"in":[34,94],"temporal":[35],"order":[36],"(online":[37],"stream":[38,154,208,221],"learning),":[39],"models":[40],"that":[41,176],"learn":[42],"well":[43],"shuffled":[45],"datasets":[46,219],"catastrophically":[47],"forget":[48],"old":[49],"upon":[51],"new":[53,58,108,214],"stimuli.":[54],"We":[55,189],"propose":[56],"a":[57,158],"continual":[59],"algorithm,":[61],"compositional":[62],"replay":[63],"using":[64],"memory":[65,103,228],"blocks":[66,104],"(CRUMB),":[67],"which":[68],"mitigates":[69,235],"forgetting":[70,132,237],"replaying":[72],"feature":[73,91],"maps":[74],"reconstructed":[75],"combining":[77],"generic":[78],"parts.":[79],"CRUMB":[80,169,191,234],"concatenates":[81],"trainable":[82],"and":[83,149,178,229],"reusable":[84],"\"memory":[85],"block\"":[86],"vectors":[87],"compositionally":[89],"reconstruct":[90,107],"map":[92],"tensors":[93],"convolutional":[95],"(CNNs).":[98],"Storing":[99],"indices":[101],"used":[105],"stimuli":[109,114],"enables":[110],"memories":[111],"be":[116],"replayed":[117],"during":[118,153],"later":[119],"tasks.":[120],"This":[121],"reconstruction":[122],"mechanism":[123],"also":[124],"primes":[125],"network":[128,152],"minimize":[130],"catastrophic":[131,236],"biasing":[134],"it":[135],"toward":[136],"attending":[137],"information":[139,145],"about":[140,146],"object":[141],"shapes":[142],"more":[143,238],"than":[144,240],"image":[147],"textures":[148],"stabilizes":[150],"providing":[157],"shared":[159],"feature-level":[160],"basis":[161],"for":[162,220],"all":[163],"examples.":[165],"These":[166],"properties":[167],"allow":[168],"outperform":[171],"an":[172],"otherwise":[173],"identical":[174],"algorithm":[175],"stores":[177],"replays":[179],"raw":[180],"images":[181],"while":[182],"occupying":[183],"only":[184,224],"3.6%":[185],"as":[186,226,231],"much":[187,227,232],"memory.":[188],"stress-tested":[190],"alongside":[192],"13":[193],"competing":[194],"methods":[195],"seven":[197],"challenging":[198],"datasets.":[199],"To":[200],"address":[201],"limited":[203],"number":[204],"existing":[206,218],"online":[207],"datasets,":[210],"we":[211],"introduce":[212],"two":[213],"benchmarks":[215],"adapting":[217],"learning.":[222],"With":[223],"3.7%-4.1%":[225],"15%-43%":[230],"runtime,":[233],"effectively":[239],"state-of-the-art.":[242],"code":[244],"is":[245],"available":[246],"at":[247],"https://github.com/MorganBDT/crumb.git.":[248]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}