{"id":"https://openalex.org/W4381851306","doi":"https://doi.org/10.1016/j.tics.2023.05.010","title":"Unveiling the benefits of multitasking in disentangled representation formation","display_name":"Unveiling the benefits of multitasking in disentangled representation formation","publication_year":2023,"publication_date":"2023-06-24","ids":{"openalex":"https://openalex.org/W4381851306","doi":"https://doi.org/10.1016/j.tics.2023.05.010","pmid":"https://pubmed.ncbi.nlm.nih.gov/37357063"},"language":"en","primary_location":{"id":"doi:10.1016/j.tics.2023.05.010","doi":"https://doi.org/10.1016/j.tics.2023.05.010","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.tics.2023.05.010","pdf_url":"http://www.cell.com/article/S1364661323001274/pdf","source":{"id":"https://openalex.org/S192051125","display_name":"Trends in Cognitive Sciences","issn_l":"1364-6613","issn":["1364-6613","1879-307X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Trends in Cognitive Sciences","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://www.cell.com/article/S1364661323001274/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045484439","display_name":"Jenelle Feather","orcid":"https://orcid.org/0000-0001-9753-2393","observed_orcids":["https://orcid.org/0000-0001-9753-2393"]},"institutions":[{"id":"https://openalex.org/I4387153999","display_name":"Flatiron Institute","ror":"https://ror.org/00sekdz59","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210107338","https://openalex.org/I4387153999"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jenelle Feather","raw_affiliation_strings":["Center for Computational Neuroscience, Flatiron Institute, NY, USA; Center for Neural Science, New York University, NY, USA","Center for Computational Neuroscience, Flatiron Institute, NY, USA","Center for Neural Science, New York University, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-9753-2393","affiliations":[{"raw_affiliation_string":"Center for Computational Neuroscience, Flatiron Institute, NY, USA; Center for Neural Science, New York University, NY, USA","institution_ids":["https://openalex.org/I4387153999","https://openalex.org/I57206974"]},{"raw_affiliation_string":"Center for Computational Neuroscience, Flatiron Institute, NY, USA","institution_ids":["https://openalex.org/I4387153999"]},{"raw_affiliation_string":"Center for Neural Science, New York University, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016533438","display_name":"SueYeon Chung","orcid":"https://orcid.org/0000-0001-5726-4865","observed_orcids":["https://orcid.org/0000-0001-5726-4865"]},"institutions":[{"id":"https://openalex.org/I4387153999","display_name":"Flatiron Institute","ror":"https://ror.org/00sekdz59","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210107338","https://openalex.org/I4387153999"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"SueYeon Chung","raw_affiliation_strings":["Center for Computational Neuroscience, Flatiron Institute, NY, USA; Center for Neural Science, New York University, NY, USA. Electronic address: sueyeon@nyu.edu","Center for Computational Neuroscience, Flatiron Institute, NY, USA","Center for Neural Science, New York University, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-5726-4865","affiliations":[{"raw_affiliation_string":"Center for Computational Neuroscience, Flatiron Institute, NY, USA; Center for Neural Science, New York University, NY, USA. Electronic address: sueyeon@nyu.edu","institution_ids":["https://openalex.org/I4387153999","https://openalex.org/I57206974"]},{"raw_affiliation_string":"Center for Computational Neuroscience, Flatiron Institute, NY, USA","institution_ids":["https://openalex.org/I4387153999"]},{"raw_affiliation_string":"Center for Neural Science, New York University, NY, USA","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016533438"],"corresponding_institution_ids":["https://openalex.org/I4387153999","https://openalex.org/I57206974"],"apc_list":{"value":6830,"currency":"USD","value_usd":6830},"apc_paid":{"value":6830,"currency":"USD","value_usd":6830},"fwci":0.2334,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.4879639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"8","first_page":"699","last_page":"701"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.444599986076355,"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":0.444599986076355,"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":0.33719998598098755,"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/T10448","display_name":"Memory and Neural Mechanisms","score":0.017999999225139618,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/disentangled-representations","display_name":"disentangled representations","score":0.9110000133514404},{"id":"https://openalex.org/keywords/multitasking","display_name":"multitasking","score":0.9750000238418579},{"id":"https://openalex.org/keywords/representational-geometry","display_name":"representational geometry","score":0.8880000114440918},{"id":"https://openalex.org/keywords/neural-network-training","display_name":"neural network training","score":0.4440000057220459},{"id":"https://openalex.org/keywords/emergent-representations","display_name":"emergent representations","score":0.5540000200271606},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.5849999785423279},{"id":"https://openalex.org/keywords/biological-neural-networks","display_name":"biological neural networks","score":0.9110000133514404}],"concepts":[{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.8702558875083923},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7143702507019043},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6241624355316162},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.5768802165985107},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4856678247451782},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.4258810877799988},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008433","descriptor_name":"Mathematics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.tics.2023.05.010","doi":"https://doi.org/10.1016/j.tics.2023.05.010","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.tics.2023.05.010","pdf_url":"http://www.cell.com/article/S1364661323001274/pdf","source":{"id":"https://openalex.org/S192051125","display_name":"Trends in Cognitive Sciences","issn_l":"1364-6613","issn":["1364-6613","1879-307X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Trends in Cognitive Sciences","raw_type":"journal-article"},{"id":"pmid:37357063","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37357063","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,"listed_in":[],"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":"Trends in cognitive sciences","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1016/j.tics.2023.05.010","doi":"https://doi.org/10.1016/j.tics.2023.05.010","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.tics.2023.05.010","pdf_url":"http://www.cell.com/article/S1364661323001274/pdf","source":{"id":"https://openalex.org/S192051125","display_name":"Trends in Cognitive Sciences","issn_l":"1364-6613","issn":["1364-6613","1879-307X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-2","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Trends in Cognitive Sciences","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381851306.pdf"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1971017968","https://openalex.org/W2163922914","https://openalex.org/W2766572821","https://openalex.org/W2908124316","https://openalex.org/W3012072114","https://openalex.org/W3093142758","https://openalex.org/W4225899846","https://openalex.org/W4321610373"],"related_works":["https://openalex.org/W6960188395","https://openalex.org/W2785892809","https://openalex.org/W2752440022","https://openalex.org/W2908124316","https://openalex.org/W3202886481","https://openalex.org/W4403572209","https://openalex.org/W6922164175","https://openalex.org/W7214901261","https://openalex.org/W6928980737","https://openalex.org/W2973148902"],"abstract_inverted_index":{"Johnston":[0],"and":[1,29,43],"Fusi":[2],"recently":[3],"investigated":[4],"the":[5,24,38],"emergence":[6],"of":[7,26,35,41],"disentangled":[8],"representations":[9,28],"when":[10],"a":[11,32],"neural":[12,45],"network":[13],"was":[14],"trained":[15],"to":[16,31],"perform":[17],"multiple":[18],"simultaneous":[19],"tasks.":[20],"Such":[21],"experiments":[22],"explore":[23],"benefits":[25],"flexible":[27],"add":[30],"growing":[33],"field":[34],"research":[36],"investigating":[37],"representational":[39],"geometry":[40],"artificial":[42],"biological":[44],"networks.":[46]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2023-06-25T00:00:00"}
