{"id":"https://openalex.org/W4415033393","doi":"https://doi.org/10.1371/journal.pcbi.1013559","title":"Diverse and flexible behavioral strategies arise in recurrent neural networks trained on multisensory decision making","display_name":"Diverse and flexible behavioral strategies arise in recurrent neural networks trained on multisensory decision making","publication_year":2025,"publication_date":"2025-10-09","ids":{"openalex":"https://openalex.org/W4415033393","doi":"https://doi.org/10.1371/journal.pcbi.1013559","pmid":"https://pubmed.ncbi.nlm.nih.gov/41066604"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1013559","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1013559","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pcbi.1013559","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119937523","display_name":"Thomas S. Wierda","orcid":null},"institutions":[{"id":"https://openalex.org/I1295801184","display_name":"Netherlands Institute for Neuroscience","ror":"https://ror.org/05csn2x06","country_code":"NL","type":"facility","lineage":["https://openalex.org/I1295801184","https://openalex.org/I1322597698"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Thomas S. Wierda","raw_affiliation_strings":["Cognitive and Systems Neuroscience Group, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cognitive and Systems Neuroscience Group, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I1295801184","https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091517700","display_name":"Shirin Dora","orcid":"https://orcid.org/0000-0001-6182-4124"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shirin Dora","raw_affiliation_strings":["Department of Computer Science, School of Science, Loughborough University, Loughborough, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0001-6182-4124","affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Science, Loughborough University, Loughborough, United Kingdom","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051130900","display_name":"Cyriel M. A. Pennartz","orcid":"https://orcid.org/0000-0001-8328-1175"},"institutions":[{"id":"https://openalex.org/I1295801184","display_name":"Netherlands Institute for Neuroscience","ror":"https://ror.org/05csn2x06","country_code":"NL","type":"facility","lineage":["https://openalex.org/I1295801184","https://openalex.org/I1322597698"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Cyriel M. A. Pennartz","raw_affiliation_strings":["Cognitive and Systems Neuroscience Group, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cognitive and Systems Neuroscience Group, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I1295801184","https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026319630","display_name":"Jorge F. Mej\u00edas","orcid":"https://orcid.org/0000-0002-8096-4891"},"institutions":[{"id":"https://openalex.org/I1295801184","display_name":"Netherlands Institute for Neuroscience","ror":"https://ror.org/05csn2x06","country_code":"NL","type":"facility","lineage":["https://openalex.org/I1295801184","https://openalex.org/I1322597698"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Jorge F. Mejias","raw_affiliation_strings":["Cognitive and Systems Neuroscience Group, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-8096-4891","affiliations":[{"raw_affiliation_string":"Cognitive and Systems Neuroscience Group, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I1295801184","https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026319630"],"corresponding_institution_ids":["https://openalex.org/I1295801184","https://openalex.org/I887064364"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":2.9895,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91802721,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"21","issue":"10","first_page":"e1013559","last_page":"e1013559"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10423","display_name":"Neurobiology and Insect Physiology Research","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10971","display_name":"Olfactory and Sensory Function Studies","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2809","display_name":"Sensory Systems"},"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/task","display_name":"Task (project management)","score":0.593999981880188},{"id":"https://openalex.org/keywords/sensory-system","display_name":"Sensory system","score":0.5284000039100647},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.525600016117096},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4952999949455261},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3840000033378601},{"id":"https://openalex.org/keywords/nerve-net","display_name":"Nerve net","score":0.3718000054359436},{"id":"https://openalex.org/keywords/animal-behavior","display_name":"Animal behavior","score":0.36340001225471497},{"id":"https://openalex.org/keywords/behavioural-sciences","display_name":"Behavioural sciences","score":0.33719998598098755}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.593999981880188},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.5411999821662903},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5320000052452087},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.5284000039100647},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.525600016117096},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4952999949455261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4221999943256378},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3840000033378601},{"id":"https://openalex.org/C2780196419","wikidata":"https://www.wikidata.org/wiki/Q1762173","display_name":"Nerve net","level":2,"score":0.3718000054359436},{"id":"https://openalex.org/C2988419192","wikidata":"https://www.wikidata.org/wiki/Q7155","display_name":"Animal behavior","level":2,"score":0.36340001225471497},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33980000019073486},{"id":"https://openalex.org/C5570062","wikidata":"https://www.wikidata.org/wiki/Q3919817","display_name":"Behavioural sciences","level":2,"score":0.33719998598098755},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33410000801086426},{"id":"https://openalex.org/C118403218","wikidata":"https://www.wikidata.org/wiki/Q43283","display_name":"Biological neural network","level":2,"score":0.32339999079704285},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2919999957084656},{"id":"https://openalex.org/C112592302","wikidata":"https://www.wikidata.org/wiki/Q1207387","display_name":"Excitatory postsynaptic potential","level":3,"score":0.2897000014781952},{"id":"https://openalex.org/C123757187","wikidata":"https://www.wikidata.org/wiki/Q9195957","display_name":"Network dynamics","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.27950000762939453},{"id":"https://openalex.org/C15286952","wikidata":"https://www.wikidata.org/wiki/Q8037925","display_name":"Computational neuroscience","level":2,"score":0.2676999866962433},{"id":"https://openalex.org/C2986342778","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Cognitive systems","level":3,"score":0.2605000138282776},{"id":"https://openalex.org/C31288803","wikidata":"https://www.wikidata.org/wiki/Q2617516","display_name":"Systems neuroscience","level":5,"score":0.2574999928474426},{"id":"https://openalex.org/C3017650416","wikidata":"https://www.wikidata.org/wiki/Q3281331","display_name":"Feeding behavior","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C2989277270","wikidata":"https://www.wikidata.org/wiki/Q168338","display_name":"Behavioral analysis","level":2,"score":0.25450000166893005},{"id":"https://openalex.org/C2776861996","wikidata":"https://www.wikidata.org/wiki/Q241849","display_name":"Sensory processing","level":3,"score":0.2533999979496002}],"mesh":[{"descriptor_ui":"D000098424","descriptor_name":"Recurrent Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000098424","descriptor_name":"Recurrent Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000098424","descriptor_name":"Recurrent Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000098424","descriptor_name":"Recurrent Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001522","descriptor_name":"Behavior, Animal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001522","descriptor_name":"Behavior, Animal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001522","descriptor_name":"Behavior, Animal","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001522","descriptor_name":"Behavior, Animal","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010465","descriptor_name":"Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013647","descriptor_name":"Task Performance and Analysis","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},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1371/journal.pcbi.1013559","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1013559","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:41066604","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41066604","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":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:dare.uva.nl:openaire/fea68623-8942-4853-af05-414dbcce85ab","is_oa":true,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/diverse-and-flexible-behavioral-strategies-arise-in-recurrent-neural-networks-trained-on-multisensory-decision-making(fea68623-8942-4853-af05-414dbcce85ab).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wierda, T S, Dora, S, Pennartz, C M A & Mejias, J F 2025, 'Diverse and flexible behavioral strategies arise in recurrent neural networks trained on multisensory decision making', PLoS Computational Biology, vol. 21, no. 10, e1013559. https://doi.org/10.1371/journal.pcbi.1013559","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dare.uva.nl:publications/fea68623-8942-4853-af05-414dbcce85ab","is_oa":true,"landing_page_url":"https://hdl.handle.net/11245.1/fea68623-8942-4853-af05-414dbcce85ab","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wierda, T S, Dora, S, Pennartz, C M A & Mejias, J F 2025, 'Diverse and flexible behavioral strategies arise in recurrent neural networks trained on multisensory decision making', PLoS Computational Biology, vol. 21, no. 10, e1013559. https://doi.org/10.1371/journal.pcbi.1013559","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:620f4385631043c681f593eb389d8c37","is_oa":true,"landing_page_url":"https://doaj.org/article/620f4385631043c681f593eb389d8c37","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 21, Iss 10, p e1013559 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11327938","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12520346","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1013559","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1013559","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G204990351","display_name":"Multisensory processing in primary visual cortex: from neural correlates to causation","funder_award_id":"OCENW.M20.285","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G5093044862","display_name":null,"funder_award_id":"OCENW.M20","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G7059128632","display_name":"Safety solutions for autonomous vehicle integration in urban mobility: efficient and reliable acting in an uncertain and unreliable world.","funder_award_id":"NWA.1292.19.298","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1539597651","https://openalex.org/W1963789865","https://openalex.org/W1976150695","https://openalex.org/W1980324747","https://openalex.org/W1983669930","https://openalex.org/W1991208598","https://openalex.org/W1993596844","https://openalex.org/W2004441379","https://openalex.org/W2013652395","https://openalex.org/W2016876321","https://openalex.org/W2023283565","https://openalex.org/W2033708181","https://openalex.org/W2039611165","https://openalex.org/W2044925158","https://openalex.org/W2047125104","https://openalex.org/W2053666804","https://openalex.org/W2108748822","https://openalex.org/W2122066429","https://openalex.org/W2133401211","https://openalex.org/W2145062320","https://openalex.org/W2168815228","https://openalex.org/W2171292876","https://openalex.org/W2280725856","https://openalex.org/W2331200198","https://openalex.org/W2558579624","https://openalex.org/W2594475619","https://openalex.org/W2773078402","https://openalex.org/W2894685513","https://openalex.org/W2901694253","https://openalex.org/W2908124316","https://openalex.org/W2913074014","https://openalex.org/W2950310631","https://openalex.org/W2988660047","https://openalex.org/W2990138404","https://openalex.org/W3024943549","https://openalex.org/W3029588370","https://openalex.org/W3117856611","https://openalex.org/W3158753606","https://openalex.org/W3161561383","https://openalex.org/W3162611316","https://openalex.org/W3203906445","https://openalex.org/W4213413356","https://openalex.org/W4220821925","https://openalex.org/W4220862778","https://openalex.org/W4221108904","https://openalex.org/W4281296081","https://openalex.org/W4311030967","https://openalex.org/W4315476831","https://openalex.org/W4386738439","https://openalex.org/W4409725622","https://openalex.org/W4409975028"],"related_works":[],"abstract_inverted_index":{"Behavioral":[0],"variability":[1,51],"across":[2,61],"individuals":[3],"leads":[4],"to":[5,32],"substantial":[6],"performance":[7],"differences":[8],"during":[9],"cognitive":[10],"tasks,":[11],"although":[12],"its":[13,104],"neuronal":[14],"origin":[15],"and":[16,58,93,96,113],"mechanisms":[17],"remain":[18],"elusive.":[19],"Here":[20],"we":[21,47],"use":[22],"recurrent":[23],"neural":[24],"networks":[25,74,109,118],"trained":[26],"on":[27],"a":[28,43,49],"multisensory":[29],"decision-making":[30],"task":[31],"investigate":[33],"inter-subject":[34],"behavioral":[35,106,130],"variability.":[36],"By":[37],"uniquely":[38],"characterizing":[39],"each":[40,101],"network":[41,102],"with":[42],"random":[44],"synaptic-weights":[45],"initialization,":[46],"observed":[48,140],"large":[50],"in":[52,67,144],"the":[53,97,128,138],"level":[54],"of":[55,100,132],"accuracy,":[56],"bias":[57],"decision":[59],"speed":[60],"these":[62,87],"networks,":[63,133],"mimicking":[64],"experimental":[65],"observations":[66],"mice.":[68,145],"Performance":[69],"was":[70],"generally":[71],"improved":[72],"when":[73],"integrated":[75],"multiple":[76],"sensory":[77],"modalities.":[78],"Additionally,":[79],"individual":[80],"neurons":[81],"developed":[82],"modality-,":[83],"choice-":[84,112],"or":[85],"mixed-selectivity,":[86],"preferences":[88],"were":[89],"different":[90],"for":[91,137],"excitatory":[92],"inhibitory":[94],"neurons,":[95],"concrete":[98],"composition":[99],"reflected":[103],"preferred":[105,129],"strategy:":[107],"fast":[108],"contained":[110],"more":[111],"mixed-selective":[114],"units,":[115],"while":[116],"accurate":[117],"had":[119],"relatively":[120],"less":[121],"choice-selective":[122],"units.":[123],"External":[124],"modulatory":[125],"signals":[126],"shifted":[127],"strategies":[131],"suggesting":[134],"an":[135],"explanation":[136],"recently":[139],"within-session":[141],"strategy":[142],"alternations":[143]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
