{"id":"https://openalex.org/W83520714","doi":"https://doi.org/10.1162/neco_a_00778","title":"Visual Decisions in the Presence of Measurement and Stimulus Correlations","display_name":"Visual Decisions in the Presence of Measurement and Stimulus Correlations","publication_year":2015,"publication_date":"2015-09-18","ids":{"openalex":"https://openalex.org/W83520714","doi":"https://doi.org/10.1162/neco_a_00778","mag":"83520714","pmid":"https://pubmed.ncbi.nlm.nih.gov/26378875"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_00778","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00778","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4664601","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065586304","display_name":"Manisha Bhardwaj","orcid":"https://orcid.org/0000-0003-2366-2675"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Manisha Bhardwaj","raw_affiliation_strings":["Department of Mathematics, University of Houston, Houston, TX 77004, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Houston, Houston, TX 77004, U.S.A","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016238626","display_name":"Samuel R. Carroll","orcid":"https://orcid.org/0000-0001-8081-0481"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Carroll","raw_affiliation_strings":["Department of Mathematics, University of Houston, Houston, TX 77004, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Houston, Houston, TX 77004, U.S.A","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100664960","display_name":"Wei Ji","orcid":"https://orcid.org/0000-0002-9835-9083"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wei Ji Ma","raw_affiliation_strings":["Center for Neural Science and Department of Psychology, New York University, NY 10003, U.S.A"],"affiliations":[{"raw_affiliation_string":"Center for Neural Science and Department of Psychology, New York University, NY 10003, U.S.A","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020814624","display_name":"Kre\u0161imir Josi\u0107\u0301","orcid":"https://orcid.org/0000-0002-1975-3913"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kre\u0161imir Josi\u0107","raw_affiliation_strings":["Department of Biology and Biochemistry and Department of Mathematics, University of Houston, Houston, TX 77004, U.S.A"],"affiliations":[{"raw_affiliation_string":"Department of Biology and Biochemistry and Department of Mathematics, University of Houston, Houston, TX 77004, U.S.A","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065586304"],"corresponding_institution_ids":["https://openalex.org/I44461941"],"apc_list":null,"apc_paid":null,"fwci":0.165,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.50352262,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"27","issue":"11","first_page":"2318","last_page":"2353"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9980000257492065,"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":0.9980000257492065,"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/T12496","display_name":"Color perception and design","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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":0.9919000267982483,"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/psychology","display_name":"Psychology","score":0.5275442600250244},{"id":"https://openalex.org/keywords/stimulus","display_name":"Stimulus (psychology)","score":0.46651068329811096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43012022972106934},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.41272178292274475},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.38397783041000366}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5275442600250244},{"id":"https://openalex.org/C2779918689","wikidata":"https://www.wikidata.org/wiki/Q3771842","display_name":"Stimulus (psychology)","level":2,"score":0.46651068329811096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43012022972106934},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.41272178292274475},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38397783041000366}],"mesh":[{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004192","descriptor_name":"Discrimination, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004192","descriptor_name":"Discrimination, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004192","descriptor_name":"Discrimination, Psychological","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","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},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013223","descriptor_name":"Statistics as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013223","descriptor_name":"Statistics as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013223","descriptor_name":"Statistics as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D055592","descriptor_name":"Biophysical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055592","descriptor_name":"Biophysical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055592","descriptor_name":"Biophysical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1162/neco_a_00778","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00778","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:26378875","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26378875","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":"Neural computation","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:4664601","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4664601","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Comput","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:4664601","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4664601","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Comput","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7900000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337350","display_name":"National Eye Institute","ror":"https://ror.org/03wkg3b53"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W55249799","https://openalex.org/W418173578","https://openalex.org/W1487444668","https://openalex.org/W1518688454","https://openalex.org/W1586810339","https://openalex.org/W1619416921","https://openalex.org/W1655654231","https://openalex.org/W1784695092","https://openalex.org/W1968018625","https://openalex.org/W1969365209","https://openalex.org/W1972209298","https://openalex.org/W1977780807","https://openalex.org/W1981210663","https://openalex.org/W1985791397","https://openalex.org/W1986214687","https://openalex.org/W1986400713","https://openalex.org/W1989843341","https://openalex.org/W1991686929","https://openalex.org/W1997781091","https://openalex.org/W1998050452","https://openalex.org/W1998062602","https://openalex.org/W1998218174","https://openalex.org/W2004478098","https://openalex.org/W2006771359","https://openalex.org/W2014632006","https://openalex.org/W2020744351","https://openalex.org/W2022542617","https://openalex.org/W2037084406","https://openalex.org/W2040209392","https://openalex.org/W2051198374","https://openalex.org/W2055987752","https://openalex.org/W2057897219","https://openalex.org/W2060180488","https://openalex.org/W2060489187","https://openalex.org/W2063275134","https://openalex.org/W2068516834","https://openalex.org/W2078394884","https://openalex.org/W2079578251","https://openalex.org/W2079960018","https://openalex.org/W2084379849","https://openalex.org/W2087790185","https://openalex.org/W2093386234","https://openalex.org/W2093615513","https://openalex.org/W2095683621","https://openalex.org/W2098325778","https://openalex.org/W2098701491","https://openalex.org/W2101328855","https://openalex.org/W2101950184","https://openalex.org/W2106568175","https://openalex.org/W2108936682","https://openalex.org/W2116811583","https://openalex.org/W2124360603","https://openalex.org/W2127868335","https://openalex.org/W2131423842","https://openalex.org/W2137669462","https://openalex.org/W2144984120","https://openalex.org/W2145264576","https://openalex.org/W2146666753","https://openalex.org/W2152587044","https://openalex.org/W2154438840","https://openalex.org/W2155075328","https://openalex.org/W2157154487","https://openalex.org/W2159260016","https://openalex.org/W2161900876","https://openalex.org/W2167368834","https://openalex.org/W2170235125","https://openalex.org/W2278791787","https://openalex.org/W2494487601","https://openalex.org/W2610857016","https://openalex.org/W2791228886","https://openalex.org/W2921629193","https://openalex.org/W3122510310","https://openalex.org/W4229706427","https://openalex.org/W4240438930","https://openalex.org/W4242988250","https://openalex.org/W4252009177","https://openalex.org/W4300029251","https://openalex.org/W4301621763"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Humans":[0],"and":[1,34,104,128],"other":[2],"animals":[3],"base":[4],"their":[5],"decisions":[6],"on":[7,146,178],"noisy":[8],"sensory":[9,74],"input.":[10],"Much":[11],"work":[12],"has":[13,26],"been":[14,27],"devoted":[15],"to":[16,169],"understanding":[17],"the":[18,42,65,84,88,102,105,109,159],"computations":[19,114],"that":[20,100,133],"underlie":[21],"such":[22],"decisions.":[23],"The":[24,113],"problem":[25],"studied":[28],"in":[29,73,119,166],"a":[30,68,91,143,175],"variety":[31],"of":[32,37,45,67,86,90,108,115,161],"tasks":[33],"with":[35,48,71],"stimuli":[36,110,162,171],"differing":[38],"complexity.":[39],"However,":[40],"how":[41,62],"statistical":[43],"structure":[44],"stimuli,":[46],"along":[47],"perceptual":[49,53,179],"measurement":[50,139,153],"noise,":[51,75],"affects":[52],"judgments":[54],"is":[55,163],"not":[56],"well":[57],"understood.":[58],"Here":[59],"we":[60,82],"examine":[61],"correlations":[63,72,140,150,154],"between":[64],"components":[66],"stimulus-stimulus":[69],"correlations-together":[70],"affect":[76],"decision":[77],"making.":[78],"As":[79],"an":[80,116],"example,":[81],"consider":[83],"task":[85,121],"detecting":[87],"presence":[89],"single":[92],"or":[93],"multiple":[94],"targets":[95],"among":[96],"distractors.":[97],"We":[98,131],"assume":[99],"both":[101],"distractors":[103,135],"observer's":[106],"measurements":[107],"are":[111,122,136,151],"correlated.":[112],"optimal":[117],"observer":[118],"this":[120],"nontrivial":[123],"yet":[124],"can":[125,141,172],"be":[126],"analyzed":[127],"understood":[129],"intuitively.":[130],"find":[132],"when":[134],"strongly":[137],"correlated,":[138],"have":[142,155,174],"strong":[144,176],"impact":[145,157,177],"performance.":[147],"When":[148],"distractor":[149],"weak,":[152],"little":[156],"unless":[158],"number":[160],"large.":[164],"Correlations":[165],"neural":[167],"responses":[168],"structured":[170],"therefore":[173],"judgments.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
