{"id":"https://openalex.org/W3127526014","doi":"https://doi.org/10.1109/taffc.2021.3059043","title":"Brain-Computer Interface for Generating Personally Attractive Images","display_name":"Brain-Computer Interface for Generating Personally Attractive Images","publication_year":2021,"publication_date":"2021-02-12","ids":{"openalex":"https://openalex.org/W3127526014","doi":"https://doi.org/10.1109/taffc.2021.3059043","mag":"3127526014"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2021.3059043","is_oa":true,"landing_page_url":"https://doi.org/10.1109/taffc.2021.3059043","pdf_url":"https://ieeexplore.ieee.org/ielx7/5165369/10056372/09353984.pdf","source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/5165369/10056372/09353984.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030850124","display_name":"Michiel Spap\u00e9","orcid":"https://orcid.org/0000-0002-3126-1380"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Michiel Spap\u00e9","raw_affiliation_strings":["Department of Psychology and Logopedics, University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0002-3126-1380","affiliations":[{"raw_affiliation_string":"Department of Psychology and Logopedics, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040043776","display_name":"Keith M. Davis","orcid":"https://orcid.org/0000-0001-6615-2136"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Keith M. Davis","raw_affiliation_strings":["Department of Computer Science, University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0001-6615-2136","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072304980","display_name":"Lauri Kangassalo","orcid":"https://orcid.org/0000-0002-7588-5785"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Lauri Kangassalo","raw_affiliation_strings":["Department of Computer Science, University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0002-7588-5785","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042179910","display_name":"Niklas Ravaja","orcid":"https://orcid.org/0000-0003-1876-8731"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Niklas Ravaja","raw_affiliation_strings":["Department of Psychology and Logopedics, University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0003-1876-8731","affiliations":[{"raw_affiliation_string":"Department of Psychology and Logopedics, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098527379","display_name":"Zania Sovij\u00e4rvi-Spap\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Zania Sovij\u00e4rvi-Spap\u00e9","raw_affiliation_strings":["Department of Computer Science, University of Helsinki, Helsinki, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064247235","display_name":"Tuukka Ruotsalo","orcid":"https://orcid.org/0000-0002-2203-4928"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tuukka Ruotsalo","raw_affiliation_strings":["Department of Computer Science, University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0002-2203-4928","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I133731052"],"apc_list":{"value":2045,"currency":"USD","value_usd":2045},"apc_paid":{"value":2045,"currency":"USD","value_usd":2045},"fwci":1.7016,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.82605075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"14","issue":"1","first_page":"637","last_page":"649"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11094","display_name":"Face Recognition and Perception","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/T11094","display_name":"Face Recognition and Perception","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/T10581","display_name":"Neural dynamics and brain function","score":0.996999979019165,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9921000003814697,"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/computer-science","display_name":"Computer science","score":0.7288281917572021},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5814922451972961},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5457503199577332},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5438478589057922},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5200988054275513},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5022962093353271},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.46843987703323364},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.4530676007270813},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.374186635017395},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3575911819934845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3467227518558502},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32918888330459595},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15926480293273926},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09355095028877258}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7288281917572021},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5814922451972961},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5457503199577332},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5438478589057922},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5200988054275513},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5022962093353271},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.46843987703323364},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4530676007270813},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.374186635017395},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3575911819934845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3467227518558502},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32918888330459595},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15926480293273926},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09355095028877258},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/taffc.2021.3059043","is_oa":true,"landing_page_url":"https://doi.org/10.1109/taffc.2021.3059043","pdf_url":"https://ieeexplore.ieee.org/ielx7/5165369/10056372/09353984.pdf","source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"},{"id":"pmh:oai:helda.helsinki.fi:10138/355353","is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/355353","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/dcf5159e-2a90-41d3-a1bb-b1c3a13b0fa0","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/dcf5159e-2a90-41d3-a1bb-b1c3a13b0fa0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"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":"Spape , M , Davis , K M , Kangassalo , L , Ravaja , N , Sovijarvi-Spape , Z & Ruotsalo , T 2023 , ' Brain-Computer Interface for Generating Personally Attractive Images ' , IEEE Transactions on Affective Computing , vol. 14 , no. 1 , pp. 637-649 . https://doi.org/10.1109/TAFFC.2021.3059043","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/taffc.2021.3059043","is_oa":true,"landing_page_url":"https://doi.org/10.1109/taffc.2021.3059043","pdf_url":"https://ieeexplore.ieee.org/ielx7/5165369/10056372/09353984.pdf","source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1424472418","display_name":null,"funder_award_id":"313610, 322653, 328875","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G3890525743","display_name":null,"funder_award_id":"328875","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G630618932","display_name":null,"funder_award_id":"313610","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G7358341006","display_name":"Implicit physiological human-information interaction","funder_award_id":"322653","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3127526014.pdf","grobid_xml":"https://content.openalex.org/works/W3127526014.grobid-xml"},"referenced_works_count":83,"referenced_works":["https://openalex.org/W1511924373","https://openalex.org/W1568131066","https://openalex.org/W1834627138","https://openalex.org/W1967095118","https://openalex.org/W1979290264","https://openalex.org/W1987452506","https://openalex.org/W1991736054","https://openalex.org/W1993741516","https://openalex.org/W2016599689","https://openalex.org/W2021462108","https://openalex.org/W2031342017","https://openalex.org/W2039350876","https://openalex.org/W2043226723","https://openalex.org/W2043379226","https://openalex.org/W2046649434","https://openalex.org/W2053216789","https://openalex.org/W2054742989","https://openalex.org/W2058107164","https://openalex.org/W2062125287","https://openalex.org/W2065545519","https://openalex.org/W2069364564","https://openalex.org/W2071421199","https://openalex.org/W2072995952","https://openalex.org/W2079691805","https://openalex.org/W2095784025","https://openalex.org/W2098100592","https://openalex.org/W2100125622","https://openalex.org/W2103359077","https://openalex.org/W2104640717","https://openalex.org/W2104915826","https://openalex.org/W2109961374","https://openalex.org/W2112987325","https://openalex.org/W2113615606","https://openalex.org/W2118646981","https://openalex.org/W2122300456","https://openalex.org/W2123273300","https://openalex.org/W2135961695","https://openalex.org/W2140009193","https://openalex.org/W2143901157","https://openalex.org/W2152171700","https://openalex.org/W2152647318","https://openalex.org/W2154821124","https://openalex.org/W2157395013","https://openalex.org/W2160102098","https://openalex.org/W2161899020","https://openalex.org/W2164547069","https://openalex.org/W2168884969","https://openalex.org/W2170658603","https://openalex.org/W2239972250","https://openalex.org/W2296331512","https://openalex.org/W2402939184","https://openalex.org/W2462120129","https://openalex.org/W2553486984","https://openalex.org/W2589830219","https://openalex.org/W2893749619","https://openalex.org/W2898389707","https://openalex.org/W2899267501","https://openalex.org/W2922047954","https://openalex.org/W2952716587","https://openalex.org/W2954133564","https://openalex.org/W2963470893","https://openalex.org/W2964074081","https://openalex.org/W2964082983","https://openalex.org/W2985068832","https://openalex.org/W3031871257","https://openalex.org/W3035465116","https://openalex.org/W3035574324","https://openalex.org/W3083434258","https://openalex.org/W3083682711","https://openalex.org/W3094330273","https://openalex.org/W3100552222","https://openalex.org/W3105976716","https://openalex.org/W3155886562","https://openalex.org/W4210309498","https://openalex.org/W4231861836","https://openalex.org/W4244182211","https://openalex.org/W4247830173","https://openalex.org/W4294643831","https://openalex.org/W4313158275","https://openalex.org/W6745560452","https://openalex.org/W6755312952","https://openalex.org/W6756006421","https://openalex.org/W6756370024"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4391584540","https://openalex.org/W4210468674","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4395044357","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W2087346071"],"abstract_inverted_index":{"While":[0],"we":[1,57,143],"instantaneously":[2],"recognize":[3],"a":[4,71,92,96,120,158,161,188],"face":[5],"as":[6],"attractive,":[7],"it":[8],"is":[9],"much":[10],"harder":[11],"to":[12,41,90,116,129,156],"explain":[13],"what":[14],"exactly":[15],"defines":[16],"personal":[17],"attraction.":[18],"This":[19],"suggests":[20],"that":[21,98,126,179],"attraction":[22],"depends":[23],"on":[24],"implicit":[25],"processing":[26],"of":[27,73,136,153,185],"complex,":[28],"culturally":[29],"and":[30,75,123,196],"individually":[31,131,181],"defined":[32],"features.":[33],"Generative":[34],"adversarial":[35],"neural":[36],"networks":[37],"(GANs),":[38],"which":[39],"learn":[40],"mimic":[42],"complex":[43],"data":[44],"distributions,":[45],"can":[46],"potentially":[47],"model":[48,54],"subjective":[49],"preferences":[50],"unconstrained":[51],"by":[52],"pre-defined":[53],"parameterization.":[55],"Here,":[56],"present":[58],"generative":[59,183],"brain-computer":[60,66],"interfaces":[61],"(GBCI),":[62],"coupling":[63],"GANs":[64],"with":[65],"interfaces.":[67],"GBCI":[68,118,145,186],"first":[69],"presents":[70,160],"selection":[72],"images":[74,82,125,139,170],"captures":[76],"personalized":[77],"attractiveness":[78],"reactions":[79,86],"toward":[80],"the":[81,100,137,151,168,180],"via":[83],"electroencephalography.":[84],"These":[85],"are":[87,127],"then":[88],"used":[89],"control":[91,157],"GAN":[93,122,159],"model,":[94],"finding":[95],"representation":[97],"matches":[99],"features":[101],"constituting":[102],"an":[103,107,111],"attractive":[104],"image":[105],"for":[106,164],"individual.":[108],"We":[109],"conducted":[110],"experiment":[112],"(N":[113],"=":[114],"30)":[115],"validate":[117],"using":[119],"face-generating":[121],"producing":[124],"hypothesized":[128],"be":[130],"attractive.":[132],"In":[133],"double-blind":[134],"evaluation":[135],"GBCI-produced":[138],"against":[140],"matched":[141],"controls,":[142],"found":[144],"yielded":[146],"highly":[147],"accurate":[148],"results.":[149],"Thus,":[150],"use":[152],"EEG":[154],"responses":[155],"valid":[162],"tool":[163,191],"interactive":[165],"information-generation.":[166],"Furthermore,":[167],"GBCI-derived":[169],"visually":[171],"replicated":[172],"known":[173],"effects":[174],"from":[175],"social":[176],"neuroscience,":[177],"suggesting":[178],"responsive,":[182],"nature":[184],"provides":[187],"powerful,":[189],"new":[190],"in":[192],"mapping":[193],"individual":[194],"differences":[195],"visualizing":[197],"cognitive-affective":[198],"processing.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
