{"id":"https://openalex.org/W2964056070","doi":"https://doi.org/10.1371/journal.pcbi.1005645","title":"Neuron\u2019s eye view: Inferring features of complex stimuli from neural responses","display_name":"Neuron\u2019s eye view: Inferring features of complex stimuli from neural responses","publication_year":2017,"publication_date":"2017-08-21","ids":{"openalex":"https://openalex.org/W2964056070","doi":"https://doi.org/10.1371/journal.pcbi.1005645","mag":"2964056070","pmid":"https://pubmed.ncbi.nlm.nih.gov/28827790","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/5578681"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1005645","doi":"https://doi.org/10.1371/journal.pcbi.1005645","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1005645","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1005645&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,"listed_in":["anvur-scientific","ccf-b","cwts-core","doaj","dongbi-b","doyens","jufo-3","ki-jl-2","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"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"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1005645&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xin Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Chen","raw_affiliation_strings":["Center for Cognitive Neuroscience, Duke University, Durham, North Carolina, United States of America","Duke Institute for Brain Sciences, Duke University, Durham, North Carolina, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Cognitive Neuroscience, Duke University, Durham, North Carolina, United States of America","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Duke Institute for Brain Sciences, Duke University, Durham, North Carolina, United States of America","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070153805","display_name":"Jeffrey M. Beck","orcid":"https://orcid.org/0000-0002-1798-9797","observed_orcids":["https://orcid.org/0000-0002-1798-9797","https://orcid.org/0000-0002-8169-7537"]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]},{"id":"https://openalex.org/I4210126298","display_name":"Duke Medical Center","ror":"https://ror.org/03njmea73","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210126298","https://openalex.org/I4210144876"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey M. Beck","raw_affiliation_strings":["Center for Cognitive Neuroscience, Duke University, Durham, North Carolina, United States of America","Department of Neurobiology, Duke University Medical Center, Durham, North Carolina, United States of America"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Cognitive Neuroscience, Duke University, Durham, North Carolina, United States of America","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Department of Neurobiology, Duke University Medical Center, Durham, North Carolina, United States of America","institution_ids":["https://openalex.org/I4210126298"]}]},{"author_position":"last","author":{"id":null,"display_name":"John M. Pearson","orcid":"https://orcid.org/0000-0002-9876-7837","observed_orcids":["https://orcid.org/0000-0002-9876-7837"]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"John M. Pearson","raw_affiliation_strings":["Center for Cognitive Neuroscience, Duke University, Durham, North Carolina, United States of America","Duke Institute for Brain Sciences, Duke University, Durham, North Carolina, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-9876-7837","affiliations":[{"raw_affiliation_string":"Center for Cognitive Neuroscience, Duke University, Durham, North Carolina, United States of America","institution_ids":["https://openalex.org/I170897317"]},{"raw_affiliation_string":"Duke Institute for Brain Sciences, Duke University, Durham, North Carolina, United States of America","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170897317"],"apc_list":{"value":3043,"currency":"USD","value_usd":3043},"apc_paid":{"value":3043,"currency":"USD","value_usd":3043},"fwci":0.153,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53717738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"13","issue":"8","first_page":"e1005645","last_page":"e1005645"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.8744999766349792,"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":0.8744999766349792,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.017999999225139618,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10448","display_name":"Memory and Neural Mechanisms","score":0.01269999984651804,"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/neural-coding","display_name":"neural coding","score":0.6060000061988831},{"id":"https://openalex.org/keywords/semi-markov-model","display_name":"semi-Markov model","score":0.8149999976158142},{"id":"https://openalex.org/keywords/variational-bayesian-inference","display_name":"variational inference","score":0.8830000162124634},{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"exploratory data analysis","score":0.7979999780654907},{"id":"https://openalex.org/keywords/naturalistic-stimuli","display_name":"naturalistic stimuli","score":0.5230000019073486}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6581169366836548},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6383255124092102},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.6374280452728271},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5539636611938477},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5238696932792664},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5152993202209473},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.505134642124176},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.48513659834861755},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.44878506660461426},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4200068414211273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3611603379249573},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17155170440673828},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.14971181750297546},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12515535950660706},{"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},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008251","descriptor_name":"Macaca","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":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1371/journal.pcbi.1005645","doi":"https://doi.org/10.1371/journal.pcbi.1005645","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1005645","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1005645&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,"listed_in":["anvur-scientific","ccf-b","cwts-core","doaj","dongbi-b","doyens","jufo-3","ki-jl-2","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"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":"pmh:oai:pubmedcentral.nih.gov:5578681","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5578681","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmid:28827790","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28827790","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":"PLoS computational biology","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:1512.01408","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1512.01408","pdf_url":"https://arxiv.org/pdf/1512.01408","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":"pmh:oai:RePEc:plo:pcbi00:1005645","doi":null,"is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005645","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,"listed_in":[],"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:50d2858eaaa94dc5a8f709a03c0a6383","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/50d2858eaaa94dc5a8f709a03c0a6383","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,"listed_in":[],"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 13, Iss 8, p e1005645 (2017)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/5329945","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/Neuron_s_eye_view_Inferring_features_of_complex_stimuli_from_neural_responses/5329945","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"","raw_type":"Dataset"},{"id":"doi:10.48550/arxiv.1512.01408","doi":"https://doi.org/10.48550/arxiv.1512.01408","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1512.01408","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":"doi:10.1371/journal.pcbi.1005645","doi":"https://doi.org/10.1371/journal.pcbi.1005645","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1005645","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1005645&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,"listed_in":["anvur-scientific","ccf-b","cwts-core","doaj","dongbi-b","doyens","jufo-3","ki-jl-2","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"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":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2776647444","display_name":null,"funder_award_id":"NIH K01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G448002675","display_name":"Nonparametric Bayes Methods for Big Data in Neuroscience","funder_award_id":"K01ES025442","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"},{"id":"https://openalex.org/G6731920295","display_name":"Mechanisms of Parkinsonian Impulsivity in Human Subthalamic Nucleus","funder_award_id":"R21NS084176","funder_id":"https://openalex.org/F4320337359","funder_display_name":"National Institute of Neurological Disorders and Stroke"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"},{"id":"https://openalex.org/F4320337361","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63"},{"id":"https://openalex.org/F4320338403","display_name":"Common Fund","ror":"https://ror.org/001d55x84"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2964056070.pdf","grobid_xml":"https://content.openalex.org/works/W2964056070.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1503398984","https://openalex.org/W1528056001","https://openalex.org/W1976048712","https://openalex.org/W1976130337","https://openalex.org/W1996160600","https://openalex.org/W2011589116","https://openalex.org/W2022865306","https://openalex.org/W2023229468","https://openalex.org/W2030634467","https://openalex.org/W2032046765","https://openalex.org/W2038032054","https://openalex.org/W2058119144","https://openalex.org/W2058670155","https://openalex.org/W2069519142","https://openalex.org/W2074299407","https://openalex.org/W2086578108","https://openalex.org/W2086736427","https://openalex.org/W2095870446","https://openalex.org/W2106138835","https://openalex.org/W2108094133","https://openalex.org/W2113335883","https://openalex.org/W2115979064","https://openalex.org/W2119357806","https://openalex.org/W2120340025","https://openalex.org/W2125498357","https://openalex.org/W2127498532","https://openalex.org/W2140540239","https://openalex.org/W2140837157","https://openalex.org/W2144095870","https://openalex.org/W2154551474","https://openalex.org/W2164011442","https://openalex.org/W2170429532","https://openalex.org/W2186648317","https://openalex.org/W2225156818","https://openalex.org/W2271522117","https://openalex.org/W2313299119","https://openalex.org/W2336098282","https://openalex.org/W2407599389","https://openalex.org/W4238891650","https://openalex.org/W4293052541","https://openalex.org/W4300223101","https://openalex.org/W6977390765","https://openalex.org/W7000791799"],"related_works":["https://openalex.org/W2133861358","https://openalex.org/W7100371966","https://openalex.org/W2212393657","https://openalex.org/W4404091531","https://openalex.org/W2913424196","https://openalex.org/W4395661683","https://openalex.org/W7098945048","https://openalex.org/W2182748562","https://openalex.org/W2967221436","https://openalex.org/W2744544949"],"abstract_inverted_index":{"Experiments":[0],"that":[1,37,129,162,165,218],"study":[2],"neural":[3,46,159,194,206,236,251],"encoding":[4],"of":[5,10,18,45,85,111,132,153,158,168,182,242,257],"stimuli":[6,50,140],"at":[7],"the":[8,22,77,98,135,151,179,240,243,265],"level":[9],"individual":[11],"neurons":[12,169],"typically":[13,51],"choose":[14],"a":[15,34,82,108,122,210,234],"small":[16],"set":[17,36],"features":[19,58,79,112,136,176,202,223,232,258],"present":[20,121,137],"in":[21,74,138,161,224,233,264],"world-contrast":[23],"and":[24,29,61,105,216,253,262],"luminance":[25],"for":[26,31,125],"vision,":[27],"pitch":[28],"intensity":[30],"sound-and":[32],"assemble":[33],"stimulus":[35,201,231],"systematically":[38],"varies":[39],"along":[40],"these":[41,49],"dimensions.":[42],"Subsequent":[43],"analysis":[44,128],"responses":[47,252],"to":[48,116,172,178,249,260],"focuses":[52],"on":[53,143],"regression":[54],"models,":[55],"with":[56],"experimenter-controlled":[57],"as":[59,67,89,91,196,227,229],"predictors":[60],"spike":[62],"counts":[63],"or":[64,94],"firing":[65,166],"rates":[66,167],"responses.":[68,145],"Unfortunately,":[69],"this":[70],"approach":[71,147],"requires":[72],"knowledge":[73],"advance":[75],"about":[76],"relevant":[78,99],"coded":[80],"by":[81,198],"given":[83],"population":[84],"neurons.":[86],"For":[87],"domains":[88],"complex":[90],"social":[92],"interaction":[93],"natural":[95],"movement,":[96],"however,":[97],"feature":[100],"space":[101,156],"is":[102,130,148],"poorly":[103],"understood,":[104],"an":[106],"arbitrary":[107],"priori":[109],"choice":[110],"may":[113],"give":[114],"rise":[115],"confirmation":[117],"bias.":[118],"Here,":[119],"we":[120,191,245],"Bayesian":[123,213],"model":[124],"exploratory":[126],"data":[127],"capable":[131],"automatically":[133],"identifying":[134],"unstructured":[139],"based":[141],"solely":[142],"neuronal":[144],"Our":[146],"unique":[149],"within":[150],"class":[152],"latent":[154],"state":[155],"models":[157],"activity":[160,195],"it":[163,219,248],"assumes":[164],"are":[170,192],"sensitive":[171],"multiple":[173,199],"discrete":[174],"time-varying":[175],"tied":[177],"stimulus,":[180],"each":[181],"which":[183],"has":[184],"Markov":[185],"(or":[186],"semi-Markov)":[187],"dynamics.":[188,207],"That":[189],"is,":[190],"modeling":[193],"driven":[197],"simultaneous":[200],"rather":[203],"than":[204],"intrinsic":[205],"We":[208],"derive":[209],"fast":[211],"variational":[212],"inference":[214],"algorithm":[215],"show":[217],"correctly":[220],"recovers":[221],"hidden":[222],"synthetic":[225],"data,":[226],"well":[228],"ground-truth":[230],"prototypical":[235],"dataset.":[237],"To":[238],"demonstrate":[239,254],"utility":[241],"algorithm,":[244],"also":[246],"apply":[247],"cluster":[250],"successful":[255],"recovery":[256],"corresponding":[259],"monkeys":[261],"faces":[263],"image":[266],"set.":[267]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-07-30T00:00:00"}