{"id":"https://openalex.org/W4294844329","doi":"https://doi.org/10.1371/journal.pcbi.1010427","title":"MouseNet: A biologically constrained convolutional neural network model for the mouse visual cortex","display_name":"MouseNet: A biologically constrained convolutional neural network model for the mouse visual cortex","publication_year":2022,"publication_date":"2022-09-06","ids":{"openalex":"https://openalex.org/W4294844329","doi":"https://doi.org/10.1371/journal.pcbi.1010427","pmid":"https://pubmed.ncbi.nlm.nih.gov/36067234"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1010427","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1010427","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1010427&type=printable","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://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1010427&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050782806","display_name":"Jianghong Shi","orcid":"https://orcid.org/0000-0002-7817-2844"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianghong Shi","raw_affiliation_strings":["Applied Mathematics and Computational Neuroscience Center, University of Washington, Seattle, WA, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-7817-2844","affiliations":[{"raw_affiliation_string":"Applied Mathematics and Computational Neuroscience Center, University of Washington, Seattle, WA, United States of America","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086333828","display_name":"Bryan Tripp","orcid":"https://orcid.org/0000-0002-2150-297X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bryan Tripp","raw_affiliation_strings":["Centre for Theoretical Neuroscience, University of Waterloo, Waterloo, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Theoretical Neuroscience, University of Waterloo, Waterloo, Ontario, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046602924","display_name":"Eric Shea\u2010Brown","orcid":"https://orcid.org/0000-0002-9012-1396"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I4210140341","display_name":"Allen Institute","ror":"https://ror.org/03cpe7c52","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210140341"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Shea-Brown","raw_affiliation_strings":["Allen Institute, Seattle, WA, United States of America","Applied Mathematics and Computational Neuroscience Center, University of Washington, Seattle, WA, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-9012-1396","affiliations":[{"raw_affiliation_string":"Allen Institute, Seattle, WA, United States of America","institution_ids":["https://openalex.org/I4210140341"]},{"raw_affiliation_string":"Applied Mathematics and Computational Neuroscience Center, University of Washington, Seattle, WA, United States of America","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072126704","display_name":"\u015etefan Mihala\u015f","orcid":"https://orcid.org/0000-0002-2629-7100"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I4210140341","display_name":"Allen Institute","ror":"https://ror.org/03cpe7c52","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210140341"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefan Mihalas","raw_affiliation_strings":["Allen Institute, Seattle, WA, United States of America","Applied Mathematics and Computational Neuroscience Center, University of Washington, Seattle, WA, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Allen Institute, Seattle, WA, United States of America","institution_ids":["https://openalex.org/I4210140341"]},{"raw_affiliation_string":"Applied Mathematics and Computational Neuroscience Center, University of Washington, Seattle, WA, United States of America","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086928889","display_name":"Michael A. Buice","orcid":"https://orcid.org/0000-0002-2196-1498"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]},{"id":"https://openalex.org/I4210140341","display_name":"Allen Institute","ror":"https://ror.org/03cpe7c52","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210140341"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael A. Buice","raw_affiliation_strings":["Allen Institute, Seattle, WA, United States of America","Applied Mathematics and Computational Neuroscience Center, University of Washington, Seattle, WA, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-2196-1498","affiliations":[{"raw_affiliation_string":"Allen Institute, Seattle, WA, United States of America","institution_ids":["https://openalex.org/I4210140341"]},{"raw_affiliation_string":"Applied Mathematics and Computational Neuroscience Center, University of Washington, Seattle, WA, United States of America","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086928889"],"corresponding_institution_ids":["https://openalex.org/I201448701","https://openalex.org/I4210140341"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":2.2369,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.88127353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"18","issue":"9","first_page":"e1010427","last_page":"e1010427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9994000196456909,"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":0.9994000196456909,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.9918000102043152,"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/T10077","display_name":"Neuroscience and Neuropharmacology Research","score":0.9915000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visual-cortex","display_name":"Visual cortex","score":0.7644685506820679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6675827503204346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.643724799156189},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5527844429016113},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5161617398262024},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.47342613339424133},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45844224095344543},{"id":"https://openalex.org/keywords/visual-processing","display_name":"Visual processing","score":0.4264053404331207},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.4242090880870819},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3628953695297241},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.20456776022911072},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18460994958877563},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.0977303683757782},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.08208602666854858}],"concepts":[{"id":"https://openalex.org/C2779345533","wikidata":"https://www.wikidata.org/wiki/Q75785","display_name":"Visual cortex","level":2,"score":0.7644685506820679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6675827503204346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.643724799156189},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5527844429016113},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5161617398262024},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.47342613339424133},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45844224095344543},{"id":"https://openalex.org/C2778251979","wikidata":"https://www.wikidata.org/wiki/Q7936617","display_name":"Visual processing","level":3,"score":0.4264053404331207},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.4242090880870819},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3628953695297241},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.20456776022911072},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18460994958877563},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.0977303683757782},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.08208602666854858}],"mesh":[{"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":"D008322","descriptor_name":"Mammals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008322","descriptor_name":"Mammals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008322","descriptor_name":"Mammals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008322","descriptor_name":"Mammals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":"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":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014793","descriptor_name":"Visual Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","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":"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":"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":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1010427","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1010427","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1010427&type=printable","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:36067234","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36067234","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:RePEc:plo:pcbi00:1010427","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1010427","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:e24fcea6dde845d6a4d9ac483b83ee16","is_oa":true,"landing_page_url":"https://doaj.org/article/e24fcea6dde845d6a4d9ac483b83ee16","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 18, Iss 9, p e1010427 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9481165","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9481165","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1010427","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1010427","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1010427&type=printable","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/G1967965456","display_name":null,"funder_award_id":"1R01EB026908-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3834524185","display_name":null,"funder_award_id":"R90DA033461","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4294844329.pdf","grobid_xml":"https://content.openalex.org/works/W4294844329.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W1510016939","https://openalex.org/W1594551768","https://openalex.org/W1715013381","https://openalex.org/W1860783201","https://openalex.org/W1921182138","https://openalex.org/W1975389666","https://openalex.org/W1981729928","https://openalex.org/W2040036684","https://openalex.org/W2058616551","https://openalex.org/W2058670155","https://openalex.org/W2067990176","https://openalex.org/W2068470708","https://openalex.org/W2094450831","https://openalex.org/W2101234009","https://openalex.org/W2108598243","https://openalex.org/W2116360511","https://openalex.org/W2117539524","https://openalex.org/W2132172482","https://openalex.org/W2133602791","https://openalex.org/W2146257965","https://openalex.org/W2149194912","https://openalex.org/W2150412316","https://openalex.org/W2162950292","https://openalex.org/W2163605009","https://openalex.org/W2169090997","https://openalex.org/W2176287621","https://openalex.org/W2274405424","https://openalex.org/W2281705285","https://openalex.org/W2557674987","https://openalex.org/W2569458742","https://openalex.org/W2717347056","https://openalex.org/W2737416093","https://openalex.org/W2797591839","https://openalex.org/W2800311957","https://openalex.org/W2891938284","https://openalex.org/W2892147425","https://openalex.org/W2902084853","https://openalex.org/W2903763127","https://openalex.org/W2949489566","https://openalex.org/W2951877485","https://openalex.org/W2955274338","https://openalex.org/W2963119595","https://openalex.org/W2970104209","https://openalex.org/W2970971581","https://openalex.org/W2982557070","https://openalex.org/W2994737554","https://openalex.org/W3004895274","https://openalex.org/W3004943921","https://openalex.org/W3009954736","https://openalex.org/W3021105102","https://openalex.org/W3087638917","https://openalex.org/W3096720531","https://openalex.org/W3107175997","https://openalex.org/W3168869709","https://openalex.org/W3176742082","https://openalex.org/W3212185810","https://openalex.org/W4229494842","https://openalex.org/W4378782257","https://openalex.org/W6675354045","https://openalex.org/W6810722062"],"related_works":["https://openalex.org/W1969880373","https://openalex.org/W3217634693","https://openalex.org/W2051981514","https://openalex.org/W2978897821","https://openalex.org/W2102332928","https://openalex.org/W2793891516","https://openalex.org/W2996971433","https://openalex.org/W2016706073","https://openalex.org/W2116419857","https://openalex.org/W3143652009"],"abstract_inverted_index":{"Convolutional":[0],"neural":[1,11,74,90,151,226],"networks":[2],"trained":[3],"on":[4,196],"object":[5],"recognition":[6],"derive":[7],"inspiration":[8],"from":[9,108],"the":[10,14,26,31,38,44,48,69,94,104,112,117,130,162,177,193,203,219,225,246,257,266,270,278,281,286],"architecture":[12,72,99,283],"of":[13,25,42,47,61,71,93,103,119,121,132,146,180,259,280],"visual":[15,45,96,148,230],"system":[16,46,249],"in":[17,30,73,123,161,228,269],"mammals,":[18],"and":[19,56,100,126,129],"have":[20],"been":[21],"used":[22],"as":[23,171,198],"models":[24,145],"feedforward":[27],"computation":[28],"performed":[29],"primate":[32],"ventral":[33],"stream.":[34],"In":[35,76,200],"contrast":[36],"to":[37,141,157,217,221,245,265],"deep":[39],"hierarchical":[40],"organization":[41],"primates,":[43],"mouse":[49,95,147,163,229,271],"has":[50],"a":[51,81,86,166,251],"shallower":[52],"arrangement.":[53],"Since":[54],"mice":[55],"primates":[57],"are":[58,106,263],"both":[59],"capable":[60],"visually":[62],"guided":[63],"behavior,":[64],"this":[65,77,181],"raises":[66],"questions":[67],"about":[68],"role":[70],"computation.":[75],"work,":[78],"we":[79,175,212,233],"introduce":[80],"novel":[82],"framework":[83],"for":[84,238],"building":[85],"biologically":[87],"constrained":[88],"convolutional":[89],"network":[91,105,138],"model":[92],"cortex.":[97,231],"The":[98],"structural":[101],"parameters":[102],"derived":[107],"experimental":[109],"measurements,":[110],"specifically":[111],"100-micrometer":[113],"resolution":[114],"interareal":[115],"connectome,":[116],"estimates":[118],"numbers":[120],"neurons":[122],"each":[124],"area":[125],"cortical":[127,135],"layer,":[128],"statistics":[131],"connections":[133],"between":[134],"layers.":[136],"This":[137],"is":[139],"constructed":[140],"support":[142],"detailed":[143],"task-optimized":[144],"cortex,":[149],"with":[150,202],"populations":[152,160],"that":[153,236,256],"can":[154],"be":[155],"compared":[156],"specific":[158],"corresponding":[159,247],"brain.":[164],"Using":[165],"well-studied":[167],"image":[168],"classification":[169],"task":[170,239,274],"our":[172],"working":[173],"example,":[174],"demonstrate":[176,255],"computational":[178],"capability":[179],"mouse-sized":[182],"network.":[183],"Given":[184],"its":[185],"relatively":[186],"small":[187],"size,":[188],"MouseNet":[189,223,282],"achieves":[190],"roughly":[191],"2/3rds":[192],"performance":[194,240],"level":[195],"ImageNet":[197],"VGG16.":[199],"combination":[201],"large":[204],"scale":[205],"Allen":[206],"Brain":[207],"Observatory":[208],"Visual":[209],"Coding":[210],"dataset,":[211],"use":[213,279],"representational":[214],"similarity":[215,244],"analysis":[216],"quantify":[218],"extent":[220],"which":[222],"recapitulates":[224],"representation":[227],"Importantly,":[232],"provide":[234],"evidence":[235],"optimizing":[237],"does":[241],"not":[242],"improve":[243],"biological":[248],"beyond":[250],"certain":[252],"point.":[253],"We":[254,276],"distributions":[258,268],"some":[260],"physiological":[261],"quantities":[262],"closer":[264],"observed":[267],"brain":[272],"after":[273],"training.":[275],"encourage":[277],"by":[284],"making":[285],"code":[287],"freely":[288],"available.":[289]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
