{"id":"https://openalex.org/W2033950286","doi":"https://doi.org/10.1167/8.6.1106","title":"A model of self-consistent perception","display_name":"A model of self-consistent perception","publication_year":2010,"publication_date":"2010-03-20","ids":{"openalex":"https://openalex.org/W2033950286","doi":"https://doi.org/10.1167/8.6.1106","mag":"2033950286"},"language":"en","primary_location":{"id":"doi:10.1167/8.6.1106","doi":"https://doi.org/10.1167/8.6.1106","is_oa":true,"landing_page_url":"https://doi.org/10.1167/8.6.1106","pdf_url":null,"source":{"id":"https://openalex.org/S137468011","display_name":"Journal of Vision","issn_l":"1534-7362","issn":["1534-7362"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-2","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315919","host_organization_name":"Association for Research in Vision and Ophthalmology","host_organization_lineage":["https://openalex.org/P4310315919"],"host_organization_lineage_names":["Association for Research in Vision and Ophthalmology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Vision","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1167/8.6.1106","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042556986","display_name":"Alan A. Stocker","orcid":"https://orcid.org/0000-0002-2041-1515","observed_orcids":["https://orcid.org/0000-0002-2041-1515"]},"institutions":[{"id":"https://openalex.org/I1344073410","display_name":"Howard Hughes Medical Institute","ror":"https://ror.org/006w34k90","country_code":"US","type":"facility","lineage":["https://openalex.org/I1344073410"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Stocker","raw_affiliation_strings":["Center for Neural Science, New York University, and Howard Hughes Medical Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Neural Science, New York University, and Howard Hughes Medical Institute","institution_ids":["https://openalex.org/I1344073410","https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080476548","display_name":"Eero P. Simoncelli","orcid":"https://orcid.org/0000-0002-1206-527X","observed_orcids":["https://orcid.org/0000-0002-1206-527X"]},"institutions":[{"id":"https://openalex.org/I1344073410","display_name":"Howard Hughes Medical Institute","ror":"https://ror.org/006w34k90","country_code":"US","type":"facility","lineage":["https://openalex.org/I1344073410"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Simoncelli","raw_affiliation_strings":["Center for Neural Science, New York University, and Howard Hughes Medical Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Neural Science, New York University, and Howard Hughes Medical Institute","institution_ids":["https://openalex.org/I1344073410","https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.20464082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"8","issue":"6","first_page":"1106","last_page":"1106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9932000041007996,"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":0.9932000041007996,"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/T12032","display_name":"Multisensory perception and integration","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.0007999999797903001,"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/perceptual-decision-making","display_name":"perceptual decision making","score":0.5659999847412109},{"id":"https://openalex.org/keywords/context-dependent-perception","display_name":"context-dependent perception","score":0.6510000228881836},{"id":"https://openalex.org/keywords/bayesian-observer-model","display_name":"Bayesian observer model","score":0.5329999923706055},{"id":"https://openalex.org/keywords/optimal-estimation","display_name":"optimal estimation","score":0.5040000081062317},{"id":"https://openalex.org/keywords/decision-boundaries","display_name":"decision boundaries","score":0.6299999952316284},{"id":"https://openalex.org/keywords/prior-expectations","display_name":"prior expectations","score":0.5490000247955322},{"id":"https://openalex.org/keywords/sensory-evidence","display_name":"sensory evidence","score":0.515999972820282},{"id":"https://openalex.org/keywords/perceptual-bias","display_name":"perceptual bias","score":0.38199999928474426},{"id":"https://openalex.org/keywords/suboptimal-estimation","display_name":"suboptimal estimation","score":0.6579999923706055}],"concepts":[{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.7184165120124817},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.7038040161132812},{"id":"https://openalex.org/C94487597","wikidata":"https://www.wikidata.org/wiki/Q11101","display_name":"Sensory system","level":2,"score":0.614479660987854},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.5705012083053589},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.570472002029419},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.5149887204170227},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.47369906306266785},{"id":"https://openalex.org/C15123163","wikidata":"https://www.wikidata.org/wiki/Q500096","display_name":"Psychophysics","level":3,"score":0.45794054865837097},{"id":"https://openalex.org/C42023084","wikidata":"https://www.wikidata.org/wiki/Q5249231","display_name":"Decision boundary","level":3,"score":0.4380481541156769},{"id":"https://openalex.org/C59594135","wikidata":"https://www.wikidata.org/wiki/Q5249242","display_name":"Decision model","level":2,"score":0.41782164573669434},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4126240015029907},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.38412198424339294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.377483069896698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3707153797149658},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.35434406995773315},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2308410406112671},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14275577664375305},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.12500622868537903},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1167/8.6.1106","doi":"https://doi.org/10.1167/8.6.1106","is_oa":true,"landing_page_url":"https://doi.org/10.1167/8.6.1106","pdf_url":null,"source":{"id":"https://openalex.org/S137468011","display_name":"Journal of Vision","issn_l":"1534-7362","issn":["1534-7362"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-2","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315919","host_organization_name":"Association for Research in Vision and Ophthalmology","host_organization_lineage":["https://openalex.org/P4310315919"],"host_organization_lineage_names":["Association for Research in Vision and Ophthalmology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Vision","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1167/8.6.1106","doi":"https://doi.org/10.1167/8.6.1106","is_oa":true,"landing_page_url":"https://doi.org/10.1167/8.6.1106","pdf_url":null,"source":{"id":"https://openalex.org/S137468011","display_name":"Journal of Vision","issn_l":"1534-7362","issn":["1534-7362"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","doyens","jufo-2","medline","norway-1","oarl","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315919","host_organization_name":"Association for Research in Vision and Ophthalmology","host_organization_lineage":["https://openalex.org/P4310315919"],"host_organization_lineage_names":["Association for Research in Vision and Ophthalmology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Vision","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2021026018","https://openalex.org/W2149624859"],"related_works":["https://openalex.org/W1982095961","https://openalex.org/W2098378005","https://openalex.org/W4379805282","https://openalex.org/W4386244569","https://openalex.org/W6885119103","https://openalex.org/W2334297201","https://openalex.org/W2320239052","https://openalex.org/W6941343437","https://openalex.org/W4321447407","https://openalex.org/W2804405750"],"abstract_inverted_index":{"Human":[0],"perception":[1],"is":[2,237,246,285],"context-dependent.":[3],"In":[4,34,101],"addition":[5],"to":[6,40,57,67,138,213,278,297],"sensory":[7,148,181,263],"context,":[8],"data":[9,177,227],"from":[10,112,219,261],"recent":[11],"psychophysical":[12],"studies":[13],"suggest":[14],"that":[15,63,122,134,160,171,203,240,281,291],"context":[16],"can":[17],"also":[18],"include":[19],"previous":[20,173],"perceptual":[21,126],"decisions":[22],"(Baldassi":[23],"etal.":[24],"PLoS,":[25],"4(3):e56,":[26],"2006;":[27],"Jazayeri":[28],"and":[29,150,229,270],"Movshon,":[30],"Nature,":[31],"446:912ff,":[32],"2007).":[33],"both":[35,186],"studies,":[36],"subjects":[37],"were":[38,79,107],"asked":[39],"estimate":[41],"a":[42,51,59,86,118],"stimulus":[43,143],"parameter":[44,64],"(e.g.,":[45,65],"the":[46,68,76,103,113,131,135,161,164,169,176,194,197,209,214,220,226,241,244,262,279,282],"exact":[47],"orientation":[48,66],"angle":[49],"of":[50,70,88,90,99,105,142,243,250],"Gabor":[52],"patch)":[53],"after":[54],"being":[55],"forced":[56],"make":[58],"binary":[60],"decision":[61,84,87,114,174,221,268,284],"about":[62],"left/right":[69],"vertical).":[71,100],"On":[72],"each":[73,266,276],"individual":[74],"trial,":[75],"subjects'":[77],"estimates":[78,106,202,260],"consistent":[80],"with":[81,189,208],"their":[82],"preceding":[83],"(i.e.,":[85],"\u201cleft":[89],"vertical\u201d":[91],"was":[92,178],"followed":[93],"by":[94,158],"an":[95],"estimated":[96],"direction":[97],"left":[98],"addition,":[102],"distributions":[104],"bimodal,":[108],"indicating":[109],"repulsion":[110],"away":[111,218],"boundary.":[115,222],"We":[116],"present":[117],"probabilistic":[119],"observer":[120,162,198,256],"model":[121,224,245,257,289],"accounts":[123],"for":[124,233],"this":[125,156],"behavior.":[127],"Specifically,":[128],"we":[129,154],"adopt":[130],"general":[132],"hypothesis":[133,157],"brain":[136],"attempts":[137],"perform":[139],"optimal":[140,254],"estimation":[141,166,251],"parameters":[144],"based":[145],"on":[146],"noisy":[147],"evidence":[149,182,264],"prior":[151],"expectations.":[152],"However,":[153],"augment":[155],"assuming":[159],"performs":[163],"secondary":[165],"task":[167],"in":[168,206,248,295],"belief":[170],"his/her":[172],"regarding":[175],"correct.":[179,286],"Noisy":[180],"may":[183],"initially":[184],"support":[185],"decisions,":[187],"although":[188],"different":[190],"probability.":[191],"After":[192],"making":[193],"decision,":[195],"however,":[196],"discards":[199],"all":[200],"potential":[201],"are":[204],"not":[205],"agreement":[207],"choice.":[210],"This":[211],"leads":[212],"observed":[215],"repulsive":[216],"bias":[217],"The":[223],"fits":[225],"well":[228],"makes":[230],"quantitative":[231],"predictions":[232],"novel":[234],"experiments.":[235],"It":[236],"worth":[238],"noting":[239],"behavior":[242],"suboptimal":[247],"terms":[249],"performance.":[252],"An":[253],"(Bayesian)":[255],"would":[258],"compute":[259],"under":[265],"possible":[267],"taken,":[269],"then":[271],"average":[272],"these":[273],"estimates,":[274],"weighting":[275],"according":[277],"probability":[280],"corresponding":[283],"Thus,":[287],"our":[288],"implies":[290],"humans":[292],"sacrifice":[293],"performance":[294],"order":[296],"maintain":[298],"self-consistency.":[299]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2016-06-24T00:00:00"}
