{"id":"https://openalex.org/W1508769776","doi":"https://doi.org/10.1073/pnas.1506855112","title":"Predictive information in a sensory population","display_name":"Predictive information in a sensory population","publication_year":2015,"publication_date":"2015-05-18","ids":{"openalex":"https://openalex.org/W1508769776","doi":"https://doi.org/10.1073/pnas.1506855112","mag":"1508769776","pmid":"https://pubmed.ncbi.nlm.nih.gov/26038544","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4460449"},"language":"en","primary_location":{"id":"doi:10.1073/pnas.1506855112","doi":"https://doi.org/10.1073/pnas.1506855112","is_oa":false,"landing_page_url":"https://doi.org/10.1073/pnas.1506855112","pdf_url":null,"source":{"id":"https://openalex.org/S125754415","display_name":"Proceedings of the National Academy of Sciences","issn_l":"0027-8424","issn":["0027-8424","1091-6490"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","erih-plus","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320052","host_organization_name":"National Academy of Sciences","host_organization_lineage":["https://openalex.org/P4310320052"],"host_organization_lineage_names":["National Academy of Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the National Academy of Sciences","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4460449","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028585435","display_name":"Stephanie E. Palmer","orcid":"https://orcid.org/0000-0001-6211-6293","observed_orcids":["https://orcid.org/0000-0001-6211-6293"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stephanie E. Palmer","raw_affiliation_strings":["Joseph Henry Laboratories of Physics and","Lewis\u2013Sigler Institute for Integrative Genomics, and","aJoseph Henry Laboratories of Physics and"],"raw_orcid":"https://orcid.org/0000-0001-6211-6293","affiliations":[{"raw_affiliation_string":"Joseph Henry Laboratories of Physics and","institution_ids":[]},{"raw_affiliation_string":"Lewis\u2013Sigler Institute for Integrative Genomics, and","institution_ids":[]},{"raw_affiliation_string":"aJoseph Henry Laboratories of Physics and","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048550613","display_name":"Olivier Marre","orcid":"https://orcid.org/0000-0002-0090-6190","observed_orcids":["https://orcid.org/0000-0002-0090-6190"]},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olivier Marre","raw_affiliation_strings":["Department of Molecular Biology and","Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544","dPrinceton Neuroscience Institute, Princeton University, Princeton, NJ 08544"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Molecular Biology and","institution_ids":[]},{"raw_affiliation_string":"Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"dPrinceton Neuroscience Institute, Princeton University, Princeton, NJ 08544","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Michael J. Berry","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael J. Berry","raw_affiliation_strings":["Department of Molecular Biology and","Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544","dPrinceton Neuroscience Institute, Princeton University, Princeton, NJ 08544"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Molecular Biology and","institution_ids":[]},{"raw_affiliation_string":"Princeton Neuroscience Institute, Princeton University, Princeton, NJ 08544","institution_ids":["https://openalex.org/I20089843"]},{"raw_affiliation_string":"dPrinceton Neuroscience Institute, Princeton University, Princeton, NJ 08544","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010379923","display_name":"William Bialek","orcid":"https://orcid.org/0000-0002-7823-3862","observed_orcids":["https://orcid.org/0000-0002-7823-3862"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"William Bialek","raw_affiliation_strings":["Joseph Henry Laboratories of Physics and","Lewis\u2013Sigler Institute for Integrative Genomics, and","aJoseph Henry Laboratories of Physics and"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Joseph Henry Laboratories of Physics and","institution_ids":[]},{"raw_affiliation_string":"Lewis\u2013Sigler Institute for Integrative Genomics, and","institution_ids":[]},{"raw_affiliation_string":"aJoseph Henry Laboratories of Physics and","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.6858,"has_fulltext":true,"cited_by_count":273,"citation_normalized_percentile":{"value":0.9888066,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":"112","issue":"22","first_page":"6908","last_page":"6913"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.8363999724388123,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.8363999724388123,"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/T10581","display_name":"Neural dynamics and brain function","score":0.1143999993801117,"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/T11883","display_name":"Embodied and Extended Cognition","score":0.014999999664723873,"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/predictive-information","display_name":"predictive information","score":0.9020000100135803},{"id":"https://openalex.org/keywords/retinal-ganglion-cells","display_name":"retinal ganglion cells","score":0.8949999809265137},{"id":"https://openalex.org/keywords/visual-prediction","display_name":"visual prediction","score":0.5830000042915344},{"id":"https://openalex.org/keywords/information-compression","display_name":"information compression","score":0.6140000224113464},{"id":"https://openalex.org/keywords/feature-selectivity","display_name":"feature selectivity","score":0.7409999966621399},{"id":"https://openalex.org/keywords/early-visual-processing","display_name":"early visual processing","score":0.6029999852180481},{"id":"https://openalex.org/keywords/neural-coding","display_name":"neural coding","score":0.3490000069141388}],"concepts":[{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.7975205183029175},{"id":"https://openalex.org/C2778061373","wikidata":"https://www.wikidata.org/wiki/Q1315146","display_name":"Predictive coding","level":3,"score":0.7804522514343262},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5949805974960327},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.5241703987121582},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.509432852268219},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5086199045181274},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.46409836411476135},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4242869019508362},{"id":"https://openalex.org/C52622258","wikidata":"https://www.wikidata.org/wiki/Q131222","display_name":"Information theory","level":2,"score":0.41658756136894226},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37663164734840393},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2882526218891144},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2654099762439728},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18167641758918762},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17219752073287964},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0749954879283905},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007257","descriptor_name":"Information Theory","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":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":true},{"descriptor_ui":"D013850","descriptor_name":"Thinking","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014785","descriptor_name":"Vision, Ocular","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D059031","descriptor_name":"Anticipation, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.1073/pnas.1506855112","doi":"https://doi.org/10.1073/pnas.1506855112","is_oa":false,"landing_page_url":"https://doi.org/10.1073/pnas.1506855112","pdf_url":null,"source":{"id":"https://openalex.org/S125754415","display_name":"Proceedings of the National Academy of Sciences","issn_l":"0027-8424","issn":["0027-8424","1091-6490"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-a","doyens","erih-plus","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320052","host_organization_name":"National Academy of Sciences","host_organization_lineage":["https://openalex.org/P4310320052"],"host_organization_lineage_names":["National Academy of Sciences"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the National Academy of Sciences","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4460449","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4460449","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,"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":"Proc Natl Acad Sci U S A","raw_type":"Text"},{"id":"pmid:26038544","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26038544","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":"Proceedings of the National Academy of Sciences of the United States of America","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:1307.0225","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1307.0225","pdf_url":"https://arxiv.org/pdf/1307.0225","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"mag:2950850884","doi":null,"is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1307.0225","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:HAL:hal-03900090v1","doi":null,"is_oa":false,"landing_page_url":"https://hal.science/hal-03900090","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252976","host_organization_name":"Centre pour la Communication Scientifique Directe","host_organization_lineage":["https://openalex.org/I4405252976"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the National Academy of Sciences of the United States of America, 2015, 112 (22), pp.6908-6913. ⟨10.1073/pnas.1506855112⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.48550/arxiv.1307.0225","doi":"https://doi.org/10.48550/arxiv.1307.0225","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1307.0225","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:4460449","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4460449","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,"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":"Proc Natl Acad Sci U S A","raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1513559549","display_name":null,"funder_award_id":"CCF0-939370","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4220473961","display_name":"Theoretical Physics of Biological Systems","funder_award_id":"1305525","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4357913612","display_name":null,"funder_award_id":"1066293","funder_id":"https://openalex.org/F4320310042","funder_display_name":"Aspen Center for Physics"},{"id":"https://openalex.org/G469693130","display_name":"The Theoretical Physics of Biological Systems","funder_award_id":"0957573","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5000848317","display_name":"Programs on Critical Problems in Physics, Astrophysics and Biophysics at the Aspen Center for Physics","funder_award_id":"1066293","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5317945307","display_name":"Complex Pattern Detection by the Retina","funder_award_id":"R01EY017934","funder_id":"https://openalex.org/F4320337350","funder_display_name":"National Eye Institute"},{"id":"https://openalex.org/G5354416023","display_name":"Neural Computation in the Retina","funder_award_id":"R01EY014196","funder_id":"https://openalex.org/F4320337350","funder_display_name":"National Eye Institute"},{"id":"https://openalex.org/G5382857288","display_name":null,"funder_award_id":"CCF-0939370","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5498651375","display_name":null,"funder_award_id":"EY014196","funder_id":"https://openalex.org/F4320337350","funder_display_name":"National Eye Institute"},{"id":"https://openalex.org/G6244900323","display_name":"Emerging Frontiers of Science of Information","funder_award_id":"0939370","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6777292297","display_name":"Combinatorial and collective coding in the retina","funder_award_id":"0613435","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7039555113","display_name":null,"funder_award_id":"PHY-1066293","funder_id":"https://openalex.org/F4320310042","funder_display_name":"Aspen Center for Physics"},{"id":"https://openalex.org/G796458245","display_name":"Neural Computation in the Retina","funder_award_id":"R56EY014196","funder_id":"https://openalex.org/F4320337350","funder_display_name":"National Eye Institute"},{"id":"https://openalex.org/G9000090268","display_name":null,"funder_award_id":"EY014196","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306159","display_name":"W. M. Keck Foundation","ror":"https://ror.org/000dswa46"},{"id":"https://openalex.org/F4320309626","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28"},{"id":"https://openalex.org/F4320310042","display_name":"Aspen Center for Physics","ror":"https://ror.org/05gqcbq50"},{"id":"https://openalex.org/F4320311350","display_name":"Life Sciences Research Foundation","ror":"https://ror.org/0195dxj21"},{"id":"https://openalex.org/F4320320893","display_name":"Institut National de la Sant\u00e9 et de la Recherche M\u00e9dicale","ror":"https://ror.org/02vjkv261"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337350","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1508769776.pdf","grobid_xml":"https://content.openalex.org/works/W1508769776.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W81409850","https://openalex.org/W1528822345","https://openalex.org/W1606765359","https://openalex.org/W1616357621","https://openalex.org/W1686946872","https://openalex.org/W1966618536","https://openalex.org/W1967179842","https://openalex.org/W1980976879","https://openalex.org/W1994945670","https://openalex.org/W1995875735","https://openalex.org/W1999333255","https://openalex.org/W2000561126","https://openalex.org/W2002005142","https://openalex.org/W2021510996","https://openalex.org/W2026783642","https://openalex.org/W2027446612","https://openalex.org/W2032887453","https://openalex.org/W2041404167","https://openalex.org/W2041746311","https://openalex.org/W2042925217","https://openalex.org/W2064344303","https://openalex.org/W2069182600","https://openalex.org/W2070815227","https://openalex.org/W2073299519","https://openalex.org/W2075493003","https://openalex.org/W2075956695","https://openalex.org/W2081503781","https://openalex.org/W2085955907","https://openalex.org/W2095087224","https://openalex.org/W2095868797","https://openalex.org/W2097560155","https://openalex.org/W2099111195","https://openalex.org/W2102866130","https://openalex.org/W2109584604","https://openalex.org/W2117533361","https://openalex.org/W2117726420","https://openalex.org/W2118017998","https://openalex.org/W2118521279","https://openalex.org/W2119885245","https://openalex.org/W2122741244","https://openalex.org/W2123990011","https://openalex.org/W2124338387","https://openalex.org/W2128957129","https://openalex.org/W2131220353","https://openalex.org/W2145633728","https://openalex.org/W2147238273","https://openalex.org/W2154805298","https://openalex.org/W2160546615","https://openalex.org/W2162111272","https://openalex.org/W2162489171","https://openalex.org/W2166025442","https://openalex.org/W2170503197","https://openalex.org/W2478708596","https://openalex.org/W2488439428","https://openalex.org/W3013104126","https://openalex.org/W4213348475","https://openalex.org/W7098646272"],"related_works":["https://openalex.org/W2329592766","https://openalex.org/W2317569858","https://openalex.org/W4408392230","https://openalex.org/W4415345082","https://openalex.org/W3213589940","https://openalex.org/W850132343","https://openalex.org/W2728370738","https://openalex.org/W2252403349","https://openalex.org/W7168773417","https://openalex.org/W3180660277"],"abstract_inverted_index":{"Guiding":[0],"behavior":[1],"requires":[2],"the":[3,9,24,28,43,57,73,78,82,89,94],"brain":[4],"to":[5,72],"make":[6],"predictions":[7],"about":[8,42,93],"future":[10,44,95],"values":[11],"of":[12,27,37,46,63,81,86,97,128,142],"sensory":[13],"inputs.":[14],"Here,":[15],"we":[16,102],"show":[17,51,103],"that":[18,52,104,117,121,135],"efficient":[19],"predictive":[20,68,124,129],"computation":[21],"starts":[22],"at":[23,139],"earliest":[25],"stages":[26],"visual":[29,48],"system.":[30],"We":[31],"compute":[32],"how":[33],"much":[34],"information":[35,69,92,106,130],"groups":[36],"retinal":[38],"ganglion":[39],"cells":[40,64,87],"carry":[41,91],"state":[45,96],"their":[47,98],"inputs":[49,83],"and":[50,101,111],"nearly":[53],"every":[54],"cell":[55],"in":[56,60,88],"retina":[58,90],"participates":[59],"a":[61,132],"group":[62],"for":[65],"which":[66],"this":[67,105],"is":[70,131],"close":[71],"physical":[74],"limit":[75],"set":[76],"by":[77,113],"statistical":[79],"structure":[80],"themselves.":[84],"Groups":[85],"own":[99],"activity,":[100],"can":[107,136],"be":[108,137],"compressed":[109],"further":[110],"encoded":[112],"downstream":[114],"predictor":[115],"neurons":[116],"exhibit":[118],"feature":[119],"selectivity":[120],"would":[122],"support":[123],"computations.":[125],"Efficient":[126],"representation":[127],"candidate":[133],"principle":[134],"applied":[138],"each":[140],"stage":[141],"neural":[143],"computation.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":25},{"year":2025,"cited_by_count":31},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":29},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":29},{"year":2018,"cited_by_count":19},{"year":2017,"cited_by_count":19},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}