{"id":"https://openalex.org/W4366817311","doi":"https://doi.org/10.1371/journal.pcbi.1011037","title":"Efficient coding of natural scenes improves neural system identification","display_name":"Efficient coding of natural scenes improves neural system identification","publication_year":2023,"publication_date":"2023-04-24","ids":{"openalex":"https://openalex.org/W4366817311","doi":"https://doi.org/10.1371/journal.pcbi.1011037","pmid":"https://pubmed.ncbi.nlm.nih.gov/37093861"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1011037","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011037","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011037&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.1011037&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025907814","display_name":"Yongrong Qiu","orcid":"https://orcid.org/0000-0001-9944-2180"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yongrong Qiu","raw_affiliation_strings":["Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","Graduate Training Centre of Neuroscience (GTC), International Max Planck Research School, U T\u00fcbingen, T\u00fcbingen, Germany","Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Graduate Training Centre of Neuroscience (GTC), International Max Planck Research School, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":[]},{"raw_affiliation_string":"Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059395392","display_name":"David Klindt","orcid":null},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]},{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]}],"countries":["DE","NO"],"is_corresponding":false,"raw_author_name":"David A. Klindt","raw_affiliation_strings":["Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","Department of Mathematical Sciences, Norwegian University of Science and Technology, Trondheim, Norway","Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Department of Mathematical Sciences, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]},{"raw_affiliation_string":"Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000411033","display_name":"Klaudia P. Szatko","orcid":"https://orcid.org/0009-0001-0440-530X"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaudia P. Szatko","raw_affiliation_strings":["Bernstein Center for Computational Neuroscience, T\u00fcbingen, Germany","Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","Graduate Training Centre of Neuroscience (GTC), International Max Planck Research School, U T\u00fcbingen, T\u00fcbingen, Germany","Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bernstein Center for Computational Neuroscience, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Graduate Training Centre of Neuroscience (GTC), International Max Planck Research School, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":[]},{"raw_affiliation_string":"Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084808987","display_name":"Dominic Gonschorek","orcid":"https://orcid.org/0000-0001-5118-9817"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]},{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominic Gonschorek","raw_affiliation_strings":["Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany","Research Training Group 2381, U T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":[]},{"raw_affiliation_string":"Research Training Group 2381, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112734268","display_name":"Larissa Hoefling","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Larissa Hoefling","raw_affiliation_strings":["Bernstein Center for Computational Neuroscience, T\u00fcbingen, Germany","Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bernstein Center for Computational Neuroscience, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046614769","display_name":"Timm Schubert","orcid":"https://orcid.org/0000-0001-6630-1808"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Timm Schubert","raw_affiliation_strings":["Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037266643","display_name":"Laura Busse","orcid":"https://orcid.org/0000-0002-6127-7754"},"institutions":[{"id":"https://openalex.org/I4210134961","display_name":"Bernstein Center for Computational Neuroscience Munich","ror":"https://ror.org/04bz45c46","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210134961"]},{"id":"https://openalex.org/I4210163238","display_name":"Urologische Klinik M\u00fcnchen","ror":"https://ror.org/056ha9e61","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210163238"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Laura Busse","raw_affiliation_strings":["Bernstein Center for Computational Neuroscience, Planegg-Martinsried, Germany","Division of Neurobiology, Faculty of Biology, LMU Munich, Planegg-Martinsried, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6127-7754","affiliations":[{"raw_affiliation_string":"Bernstein Center for Computational Neuroscience, Planegg-Martinsried, Germany","institution_ids":["https://openalex.org/I4210134961"]},{"raw_affiliation_string":"Division of Neurobiology, Faculty of Biology, LMU Munich, Planegg-Martinsried, Germany","institution_ids":["https://openalex.org/I4210163238","https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061457780","display_name":"Matthias Bethge","orcid":"https://orcid.org/0000-0002-6417-7812"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Bethge","raw_affiliation_strings":["Bernstein Center for Computational Neuroscience, T\u00fcbingen, Germany","Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","Institute for Theoretical Physics, U T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bernstein Center for Computational Neuroscience, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Institute for Theoretical Physics, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009273790","display_name":"Thomas Euler","orcid":"https://orcid.org/0000-0002-4567-6966"},"institutions":[{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Thomas Euler","raw_affiliation_strings":["Bernstein Center for Computational Neuroscience, T\u00fcbingen, Germany","Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4567-6966","affiliations":[{"raw_affiliation_string":"Bernstein Center for Computational Neuroscience, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Centre for Integrative Neuroscience (CIN), U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934"]},{"raw_affiliation_string":"Institute for Ophthalmic Research, U T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5009273790"],"corresponding_institution_ids":["https://openalex.org/I4210133934"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":1.7876,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.84196448,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"19","issue":"4","first_page":"e1011037","last_page":"e1011037"},"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.9993000030517578,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7127901315689087},{"id":"https://openalex.org/keywords/neural-coding","display_name":"Neural coding","score":0.5917870402336121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.582556426525116},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.48743847012519836},{"id":"https://openalex.org/keywords/visual-perception","display_name":"Visual perception","score":0.4822283685207367},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.4768872559070587},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37659090757369995},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.3504496216773987},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3426104187965393},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.19522085785865784},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.17320680618286133},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12001624703407288},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11776044964790344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7127901315689087},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.5917870402336121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.582556426525116},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.48743847012519836},{"id":"https://openalex.org/C178253425","wikidata":"https://www.wikidata.org/wiki/Q162668","display_name":"Visual perception","level":3,"score":0.4822283685207367},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.4768872559070587},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37659090757369995},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.3504496216773987},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3426104187965393},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.19522085785865784},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.17320680618286133},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12001624703407288},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11776044964790344}],"mesh":[{"descriptor_ui":"D004777","descriptor_name":"Environment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004777","descriptor_name":"Environment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004777","descriptor_name":"Environment","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":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","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":false},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009474","descriptor_name":"Neurons","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D009622","descriptor_name":"Noise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009622","descriptor_name":"Noise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009622","descriptor_name":"Noise","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1371/journal.pcbi.1011037","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011037","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011037&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:37093861","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37093861","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:repository.cshl.edu:41482","is_oa":true,"landing_page_url":"https://repository.cshl.edu/id/eprint/41482/1/journal.pcbi.1011037.pdf","pdf_url":"https://repository.cshl.edu/id/eprint/41482/1/journal.pcbi.1011037.pdf","source":{"id":"https://openalex.org/S4306402288","display_name":"Cold Spring Harbor Laboratory Institutional Repository (Cold Spring Harbor Laboratory)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2750212522","host_organization_name":"Cold Spring Harbor Laboratory","host_organization_lineage":["https://openalex.org/I2750212522"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Paper"},{"id":"pmh:oai:epub.ub.uni-muenchen.de:96013","is_oa":true,"landing_page_url":"https://epub.ub.uni-muenchen.de/96013/","pdf_url":"https://epub.ub.uni-muenchen.de/96013/1/journal.pcbi.1011037.pdf","source":{"id":"https://openalex.org/S4306401845","display_name":"Open access LMU (Ludwid Maxmilian's Universitat Munchen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I8204097","host_organization_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","host_organization_lineage":["https://openalex.org/I8204097"],"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 Computational Biology","raw_type":"doc-type:article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10159360","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10159360","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10159360/pdf/pcbi.1011037.pdf","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"},{"id":"pmh:oai:RePEc:plo:pcbi00:1011037","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1011037","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:81fa9720f4884255859ad05b9de0f70f","is_oa":true,"landing_page_url":"https://doaj.org/article/81fa9720f4884255859ad05b9de0f70f","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 19, Iss 4, p e1011037 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1011037","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1011037","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1011037&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":[{"id":"https://metadata.un.org/sdg/15","score":0.6800000071525574,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G2074461085","display_name":null,"funder_award_id":"EXC2064","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G228917703","display_name":null,"funder_award_id":"GRK2381","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4226236258","display_name":"In the eye of the observer: Visual processing at the heart of the retina","funder_award_id":"674901","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4477219643","display_name":"GRK 2381: cGMP: Vom Krankenbett an die Laborbank","funder_award_id":"335549539","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G53513784","display_name":"SFB 1233: Robustheit des Sehens  Prinzipien der Inferenz und neuronale Mechanismen","funder_award_id":"276693517","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7280549216","display_name":"In the eye of the observer: Visual processing at the heart of the retina","funder_award_id":"674901","funder_id":"https://openalex.org/F4320338337","funder_display_name":"H2020 Marie Sk\u0142odowska-Curie Actions"},{"id":"https://openalex.org/G7907426250","display_name":"EXC 2064: Maschinelles Lernen: Neue Perspektiven f\u00fcr die Wissenschaft","funder_award_id":"390727645","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G817300853","display_name":null,"funder_award_id":"SFB1233","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320338337","display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4366817311.pdf","grobid_xml":"https://content.openalex.org/works/W4366817311.grobid-xml"},"referenced_works_count":104,"referenced_works":["https://openalex.org/W84090628","https://openalex.org/W117096852","https://openalex.org/W1508769776","https://openalex.org/W1519946308","https://openalex.org/W1528822345","https://openalex.org/W1715013381","https://openalex.org/W1849277567","https://openalex.org/W1982854755","https://openalex.org/W1985086740","https://openalex.org/W1985746492","https://openalex.org/W1988849438","https://openalex.org/W1993197592","https://openalex.org/W2003370853","https://openalex.org/W2010274831","https://openalex.org/W2016974911","https://openalex.org/W2027446612","https://openalex.org/W2031675933","https://openalex.org/W2034260846","https://openalex.org/W2035681691","https://openalex.org/W2045126719","https://openalex.org/W2058616551","https://openalex.org/W2059625338","https://openalex.org/W2069519142","https://openalex.org/W2081066886","https://openalex.org/W2085927826","https://openalex.org/W2087185095","https://openalex.org/W2089131666","https://openalex.org/W2091662199","https://openalex.org/W2093842300","https://openalex.org/W2098531347","https://openalex.org/W2099616257","https://openalex.org/W2100495367","https://openalex.org/W2101234009","https://openalex.org/W2103212315","https://openalex.org/W2108193821","https://openalex.org/W2110090036","https://openalex.org/W2112455917","https://openalex.org/W2117215414","https://openalex.org/W2118017998","https://openalex.org/W2119765340","https://openalex.org/W2119885245","https://openalex.org/W2120238402","https://openalex.org/W2130055919","https://openalex.org/W2139046992","https://openalex.org/W2140242630","https://openalex.org/W2143316745","https://openalex.org/W2145889472","https://openalex.org/W2151035455","https://openalex.org/W2151351982","https://openalex.org/W2153014441","https://openalex.org/W2157404321","https://openalex.org/W2162111272","https://openalex.org/W2164137768","https://openalex.org/W2174781702","https://openalex.org/W2246424376","https://openalex.org/W2274405424","https://openalex.org/W2308050473","https://openalex.org/W2312219547","https://openalex.org/W2408266400","https://openalex.org/W2551302722","https://openalex.org/W2559998841","https://openalex.org/W2569475573","https://openalex.org/W2586433236","https://openalex.org/W2738724892","https://openalex.org/W2752240565","https://openalex.org/W2803596769","https://openalex.org/W2890119559","https://openalex.org/W2891927626","https://openalex.org/W2898929289","https://openalex.org/W2902499998","https://openalex.org/W2911964244","https://openalex.org/W2913340405","https://openalex.org/W2919115771","https://openalex.org/W2924022855","https://openalex.org/W2941161300","https://openalex.org/W2943083682","https://openalex.org/W2949449018","https://openalex.org/W2949895299","https://openalex.org/W2950535698","https://openalex.org/W2950836583","https://openalex.org/W2951565738","https://openalex.org/W2953337432","https://openalex.org/W2963155035","https://openalex.org/W2964191259","https://openalex.org/W2977113150","https://openalex.org/W2978368159","https://openalex.org/W2988313851","https://openalex.org/W2989730456","https://openalex.org/W2990382732","https://openalex.org/W3028366924","https://openalex.org/W3040854513","https://openalex.org/W3100035092","https://openalex.org/W3108837972","https://openalex.org/W3130233321","https://openalex.org/W3135033750","https://openalex.org/W3167017992","https://openalex.org/W3172469817","https://openalex.org/W3205359190","https://openalex.org/W4232132600","https://openalex.org/W4245474015","https://openalex.org/W4285098669","https://openalex.org/W6651155528","https://openalex.org/W6675354045","https://openalex.org/W6682457947"],"related_works":["https://openalex.org/W1897960459","https://openalex.org/W2002567531","https://openalex.org/W180818492","https://openalex.org/W4212996970","https://openalex.org/W3156215632","https://openalex.org/W2033349420","https://openalex.org/W243736014","https://openalex.org/W1984931175","https://openalex.org/W1582091054","https://openalex.org/W2107120136"],"abstract_inverted_index":{"Neural":[0],"system":[1,53,97,150,232,249],"identification":[2,54,98,151,233],"aims":[3,114],"at":[4,235],"learning":[5],"the":[6,42,61,78,84,130,148,215,243,247],"response":[7,69],"function":[8],"of":[9,29,71,83,110,132,199,206,245],"neurons":[10,134],"to":[11,37,80,115,128,135,177,180,217,242],"arbitrary":[12],"stimuli":[13,183],"using":[14],"experimentally":[15],"recorded":[16],"data,":[17],"but":[18],"typically":[19],"does":[20],"not":[21,141],"leverage":[22],"normative":[23,49],"principles":[24],"such":[25],"as":[26,58],"efficient":[27,62],"coding":[28,63],"natural":[30,43,118,207,218],"environments.":[31],"Visual":[32],"systems,":[33],"however,":[34,212],"have":[35],"evolved":[36],"efficiently":[38,116,226],"process":[39],"input":[40],"from":[41],"environment.":[44],"Here,":[45],"we":[46,93,123],"present":[47],"a":[48,59,96,125,144],"network":[50],"regularization":[51],"for":[52,213,237],"models":[55],"by":[56,77,103],"incorporating,":[57],"regularizer,":[60],"hypothesis,":[64],"which":[65,113],"states":[66],"that":[67,161,225],"neural":[68,166],"properties":[70],"sensory":[72],"representations":[73],"are":[74],"strongly":[75],"shaped":[76],"need":[79],"preserve":[81],"most":[82],"stimulus":[85],"information":[86],"with":[87,108,250],"limited":[88],"resources.":[89],"Using":[90],"this":[91,121],"approach,":[92],"explored":[94],"if":[95],"model":[99,127,186,192],"can":[100,230],"be":[101],"improved":[102],"sharing":[104],"its":[105],"convolutional":[106],"filters":[107],"those":[109],"an":[111],"autoencoder":[112],"encode":[117],"stimuli.":[119,137,252],"To":[120],"end,":[122],"built":[124],"hybrid":[126],"predict":[129],"responses":[131,179,198,216],"retinal":[133,178,202],"noise":[136,238],"This":[138],"approach":[139],"did":[140],"only":[142],"yield":[143],"higher":[145],"performance":[146],"than":[147],"\"stand-alone\"":[149],"model,":[152],"it":[153],"also":[154],"produced":[155],"more":[156,163],"biologically":[157],"plausible":[158],"filters,":[159],"meaning":[160],"they":[162],"closely":[164],"resembled":[165],"representation":[167],"in":[168,196],"early":[169],"visual":[170,248],"systems.":[171],"We":[172],"found":[173],"these":[174],"results":[175,223],"applied":[176],"different":[181],"artificial":[182],"and":[184,240],"across":[185],"architectures.":[187],"Moreover,":[188],"our":[189,222],"normatively":[190],"regularized":[191],"performed":[193],"particularly":[194],"well":[195],"predicting":[197,214],"direction-of-motion":[200],"sensitive":[201],"neurons.":[203],"The":[204],"benefit":[205,244],"scene":[208],"statistics":[209],"became":[210],"marginal,":[211],"movies.":[219],"In":[220],"summary,":[221],"indicate":[224],"encoding":[227],"environmental":[228],"inputs":[229],"improve":[231],"models,":[234],"least":[236],"stimuli,":[239],"point":[241],"probing":[246],"naturalistic":[251]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
