{"id":"https://openalex.org/W4406237555","doi":"https://doi.org/10.1162/jocn_a_02296","title":"Main Sequence of Human Luminance-evoked Pupil Dynamics","display_name":"Main Sequence of Human Luminance-evoked Pupil Dynamics","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406237555","doi":"https://doi.org/10.1162/jocn_a_02296","pmid":"https://pubmed.ncbi.nlm.nih.gov/39792687"},"language":"en","primary_location":{"id":"doi:10.1162/jocn_a_02296","is_oa":false,"landing_page_url":"https://doi.org/10.1162/jocn_a_02296","pdf_url":null,"source":{"id":"https://openalex.org/S123144817","display_name":"Journal of Cognitive Neuroscience","issn_l":"0898-929X","issn":["0898-929X","1530-8898"],"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":"Journal of Cognitive Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2078.1/307397","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067649522","display_name":"Jonathan Coutinho","orcid":"https://orcid.org/0000-0001-6713-7659"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jonathan D. Coutinho","raw_affiliation_strings":["Queen's University, Kingston, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0001-6713-7659","affiliations":[{"raw_affiliation_string":"Queen's University, Kingston, Ontario, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007728247","display_name":"Jeff Huang","orcid":"https://orcid.org/0000-0002-7390-0697"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jeff Huang","raw_affiliation_strings":["Queen's University, Kingston, Ontario, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Queen's University, Kingston, Ontario, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075471566","display_name":"Philippe Lef\u00e8vre","orcid":"https://orcid.org/0000-0003-2032-3635"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Philippe Lef\u00e8vre","raw_affiliation_strings":["Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-2032-3635","affiliations":[{"raw_affiliation_string":"Universit\u00e9 catholique de Louvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069659697","display_name":"Gunnar Blohm","orcid":"https://orcid.org/0000-0002-2297-3271"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gunnar Blohm","raw_affiliation_strings":["Queen's University, Kingston, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0002-2297-3271","affiliations":[{"raw_affiliation_string":"Queen's University, Kingston, Ontario, Canada","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060071876","display_name":"Douglas P. Munoz","orcid":"https://orcid.org/0000-0001-5362-8203"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Douglas P. Munoz","raw_affiliation_strings":["Queen's University, Kingston, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0001-5362-8203","affiliations":[{"raw_affiliation_string":"Queen's University, Kingston, Ontario, Canada","institution_ids":["https://openalex.org/I204722609"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5067649522"],"corresponding_institution_ids":["https://openalex.org/I204722609"],"apc_list":null,"apc_paid":null,"fwci":2.4214,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85465966,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"37","issue":"4","first_page":"840","last_page":"852"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9969000220298767,"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":0.9969000220298767,"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":0.9661999940872192,"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9280999898910522,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/luminance","display_name":"Luminance","score":0.8856481313705444},{"id":"https://openalex.org/keywords/pupil","display_name":"Pupil","score":0.8098329305648804},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.7285065650939941},{"id":"https://openalex.org/keywords/pupillary-response","display_name":"Pupillary response","score":0.7201955318450928},{"id":"https://openalex.org/keywords/pupillometry","display_name":"Pupillometry","score":0.609624445438385},{"id":"https://openalex.org/keywords/pupil-diameter","display_name":"Pupil diameter","score":0.4620780944824219},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4613393247127533},{"id":"https://openalex.org/keywords/pupil-size","display_name":"Pupil size","score":0.43248069286346436},{"id":"https://openalex.org/keywords/pupil-function","display_name":"Pupil function","score":0.4321558475494385},{"id":"https://openalex.org/keywords/homogeneity","display_name":"Homogeneity (statistics)","score":0.426266074180603},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.3468419909477234},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.33940261602401733},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.33092185854911804},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.32920384407043457},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.32780951261520386},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30271366238594055},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.26000726222991943},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1540764570236206},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.11078161001205444}],"concepts":[{"id":"https://openalex.org/C73313986","wikidata":"https://www.wikidata.org/wiki/Q355386","display_name":"Luminance","level":2,"score":0.8856481313705444},{"id":"https://openalex.org/C2777394604","wikidata":"https://www.wikidata.org/wiki/Q173318","display_name":"Pupil","level":2,"score":0.8098329305648804},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.7285065650939941},{"id":"https://openalex.org/C149288182","wikidata":"https://www.wikidata.org/wiki/Q7260673","display_name":"Pupillary response","level":3,"score":0.7201955318450928},{"id":"https://openalex.org/C2778711042","wikidata":"https://www.wikidata.org/wiki/Q3410891","display_name":"Pupillometry","level":3,"score":0.609624445438385},{"id":"https://openalex.org/C2987277156","wikidata":"https://www.wikidata.org/wiki/Q173318","display_name":"Pupil diameter","level":3,"score":0.4620780944824219},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4613393247127533},{"id":"https://openalex.org/C3019054092","wikidata":"https://www.wikidata.org/wiki/Q7260673","display_name":"Pupil size","level":3,"score":0.43248069286346436},{"id":"https://openalex.org/C33995572","wikidata":"https://www.wikidata.org/wiki/Q17105392","display_name":"Pupil function","level":3,"score":0.4321558475494385},{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.426266074180603},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.3468419909477234},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.33940261602401733},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.33092185854911804},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.32920384407043457},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.32780951261520386},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30271366238594055},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26000726222991943},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1540764570236206},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.11078161001205444},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"D008027","descriptor_name":"Light","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008027","descriptor_name":"Light","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","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":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D011680","descriptor_name":"Pupil","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1162/jocn_a_02296","is_oa":false,"landing_page_url":"https://doi.org/10.1162/jocn_a_02296","pdf_url":null,"source":{"id":"https://openalex.org/S123144817","display_name":"Journal of Cognitive Neuroscience","issn_l":"0898-929X","issn":["0898-929X","1530-8898"],"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":"Journal of Cognitive Neuroscience","raw_type":"journal-article"},{"id":"pmid:39792687","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39792687","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":"Journal of cognitive neuroscience","raw_type":null},{"id":"pmh:oai:dial.uclouvain.be:boreal:307397","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/307397","pdf_url":null,"source":{"id":"https://openalex.org/S4306400166","display_name":"Digital Access to Libraries","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800384882","host_organization_name":"Harris County Public Library","host_organization_lineage":["https://openalex.org/I2800384882"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cognitive Neuroscience, Vol. 37, no.4, p. 840-852 (2025)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:dial.uclouvain.be:boreal:307397","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/307397","pdf_url":null,"source":{"id":"https://openalex.org/S4306400166","display_name":"Digital Access to Libraries","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800384882","host_organization_name":"Harris County Public Library","host_organization_lineage":["https://openalex.org/I2800384882"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cognitive Neuroscience, Vol. 37, no.4, p. 840-852 (2025)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8100000023841858,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3608255668","display_name":null,"funder_award_id":"MOP-FDN-148418","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"}],"funders":[{"id":"https://openalex.org/F4320319952","display_name":"Canada Foundation for Innovation","ror":"https://ror.org/000az4664"},{"id":"https://openalex.org/F4320326644","display_name":"Canada First Research Excellence Fund","ror":null},{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1921494438","https://openalex.org/W1965856266","https://openalex.org/W1967085116","https://openalex.org/W1981713539","https://openalex.org/W2006009158","https://openalex.org/W2011777691","https://openalex.org/W2029228773","https://openalex.org/W2031772355","https://openalex.org/W2036841892","https://openalex.org/W2040305577","https://openalex.org/W2040957045","https://openalex.org/W2046318444","https://openalex.org/W2054040590","https://openalex.org/W2056942928","https://openalex.org/W2064144480","https://openalex.org/W2065350196","https://openalex.org/W2066676792","https://openalex.org/W2080618050","https://openalex.org/W2092510003","https://openalex.org/W2094992239","https://openalex.org/W2110761601","https://openalex.org/W2121597632","https://openalex.org/W2125221104","https://openalex.org/W2140852511","https://openalex.org/W2145875381","https://openalex.org/W2148874661","https://openalex.org/W2153078928","https://openalex.org/W2153782322","https://openalex.org/W2154555775","https://openalex.org/W2204964561","https://openalex.org/W2291265415","https://openalex.org/W2320101827","https://openalex.org/W2329394136","https://openalex.org/W2415239393","https://openalex.org/W2528668541","https://openalex.org/W2782115691","https://openalex.org/W2783416238","https://openalex.org/W2788657169","https://openalex.org/W2810396921","https://openalex.org/W2826715318","https://openalex.org/W2892883806","https://openalex.org/W2895659467","https://openalex.org/W2912521876","https://openalex.org/W2914951882","https://openalex.org/W3020271498","https://openalex.org/W4255323332","https://openalex.org/W4281615287","https://openalex.org/W4293794846","https://openalex.org/W4312250492","https://openalex.org/W6604059052"],"related_works":["https://openalex.org/W3118311032","https://openalex.org/W4390199550","https://openalex.org/W2769989926","https://openalex.org/W4231680044","https://openalex.org/W4234136168","https://openalex.org/W2789735188","https://openalex.org/W4240891978","https://openalex.org/W4206002463","https://openalex.org/W2143385068","https://openalex.org/W2920823963"],"abstract_inverted_index":{"Pupil":[0],"responses":[1,135],"are":[2],"commonly":[3],"used":[4,228],"to":[5,83,87,229,245],"provide":[6],"insight":[7],"into":[8],"visual":[9],"perception,":[10],"autonomic":[11],"control,":[12],"cognition,":[13],"and":[14,32,35,78,102,114,155,197,216,239,248],"various":[15],"brain":[16],"disorders.":[17],"However,":[18],"making":[19],"inferences":[20,89],"from":[21,90],"pupil":[22,30,59,91,100,134,153,156,177,237,251],"data":[23],"can":[24,226],"be":[25,227],"complicated":[26],"by":[27,74,105],"nonlinearities":[28],"in":[29,61,175,193,250],"dynamics":[31,60,238],"variability":[33,174,192,247],"within":[34,196],"across":[36,81,198],"individuals,":[37],"which":[38],"challenge":[39],"the":[40,85,107,191,233],"assumptions":[41],"of":[42,109,120,139,167,188,220,232,236],"linearity":[43],"or":[44],"group-level":[45],"homogeneity":[46],"required":[47],"for":[48,122],"common":[49],"analysis":[50,243],"methods.":[51],"In":[52,165],"this":[53],"study,":[54],"we":[55,200],"evaluated":[56],"luminance":[57,140],"evoked":[58],"young":[62],"healthy":[63],"adults":[64],"(n":[65],"=":[66,69],"10,":[67],"M:F":[68],"5:5,":[70],"age":[71],"19-25":[72],"years)":[73],"identifying":[75],"nonlinearities,":[76],"variability,":[77,170],"conserved":[79],"relationships":[80],"individuals":[82],"improve":[84],"ability":[86],"make":[88],"data.":[92],"We":[93],"found":[94,201],"a":[95,137,186,206],"nonlinear":[96,118],"relationship":[97,211,225],"between":[98,151,212],"final":[99,176],"diameter":[101,112,159,183,214],"luminance,":[103],"linearized":[104],"considering":[106],"logarithm":[108],"luminance.":[110],"Peak":[111],"change":[113,160,184,215],"peak":[115,182,213,217],"velocity":[116,218],"were":[117,141],"functions":[119],"log-luminance":[121,163],"constriction":[123,181],"but":[124],"not":[125],"dilation":[126],"responses.":[127],"Across":[128],"participants,":[129,199],"curve":[130],"fit":[131],"parameters":[132],"characterizing":[133],"as":[136,185,240],"function":[138,187],"highly":[142,207],"variable,":[143],"yet":[144],"there":[145],"was":[146],"an":[147,241],"across-participant":[148],"linear":[149],"correlation":[150],"overall":[152],"size":[154,178],"gain":[157],"(i.e.,":[158],"per":[161],"unit":[162],"change).":[164],"terms":[166],"within-participant":[168],"trial-by-trial":[169],"participants":[171,204],"showed":[172,205],"greater":[173],"compared":[179],"with":[180],"log-luminance.":[189],"Despite":[190],"stimulus-response":[194],"metrics":[195],"that":[202],"all":[203],"stereotyped":[208],"\"main":[209],"sequence\"":[210],"(independent":[219],"luminance).":[221],"The":[222],"main":[223],"sequence":[224],"inform":[230],"models":[231],"neural":[234],"control":[235],"empirical":[242],"tool":[244],"evaluate":[246],"abnormalities":[249],"behavior.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-10-10T00:00:00"}
