{"id":"https://openalex.org/W4410614296","doi":"https://doi.org/10.1109/taffc.2025.3572504","title":"Investigating the Effects of Sleep Conditions on Emotion Responses with EEG Signals and Eye Movements","display_name":"Investigating the Effects of Sleep Conditions on Emotion Responses with EEG Signals and Eye Movements","publication_year":2025,"publication_date":"2025-05-22","ids":{"openalex":"https://openalex.org/W4410614296","doi":"https://doi.org/10.1109/taffc.2025.3572504"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2025.3572504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2025.3572504","pdf_url":null,"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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044354789","display_name":"Ziyi Li","orcid":"https://orcid.org/0000-0002-8944-741X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ziyi Li","raw_affiliation_strings":["School of Computer Science, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006734811","display_name":"Le-Yan Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le-Yan Tao","raw_affiliation_strings":["School of Computer Science, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080888069","display_name":"Rui-Xiao Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui-Xiao Ma","raw_affiliation_strings":["School of Computer Science, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056335002","display_name":"Wei\u2010Long Zheng","orcid":"https://orcid.org/0000-0002-9474-6369"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei-Long Zheng","raw_affiliation_strings":["School of Computer Science, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040440605","display_name":"Bao\u2010Liang Lu","orcid":"https://orcid.org/0000-0001-8359-0058"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bao-Liang Lu","raw_affiliation_strings":["School of Computer Science, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044354789"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":2.8688,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89967153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"16","issue":"4","first_page":"3198","last_page":"3214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10985","display_name":"Sleep and Wakefulness Research","score":0.8295999765396118,"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.8295999765396118,"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/electroencephalography","display_name":"Electroencephalography","score":0.824741780757904},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.6656750440597534},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.6243418455123901},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.5057265758514404},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.49559056758880615},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.47156426310539246},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.33819112181663513},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27734261751174927},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.22968316078186035},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08982542157173157}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.824741780757904},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.6656750440597534},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6243418455123901},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5057265758514404},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.49559056758880615},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.47156426310539246},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.33819112181663513},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27734261751174927},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.22968316078186035},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08982542157173157},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taffc.2025.3572504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2025.3572504","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Affective Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1455061937","https://openalex.org/W1765940783","https://openalex.org/W1937723051","https://openalex.org/W1947251450","https://openalex.org/W1978168026","https://openalex.org/W1992804416","https://openalex.org/W2002055708","https://openalex.org/W2025179943","https://openalex.org/W2075277492","https://openalex.org/W2077875845","https://openalex.org/W2085497785","https://openalex.org/W2122111042","https://openalex.org/W2132872994","https://openalex.org/W2134602648","https://openalex.org/W2151487996","https://openalex.org/W2169918686","https://openalex.org/W2254138231","https://openalex.org/W2525648609","https://openalex.org/W2577940564","https://openalex.org/W2599124244","https://openalex.org/W2765362197","https://openalex.org/W2786768213","https://openalex.org/W2884160541","https://openalex.org/W2962905870","https://openalex.org/W3089557188","https://openalex.org/W3091050391","https://openalex.org/W3093525983","https://openalex.org/W3113921716","https://openalex.org/W3159301005","https://openalex.org/W3205895886","https://openalex.org/W3206241967","https://openalex.org/W4200172343","https://openalex.org/W4206433398","https://openalex.org/W4206694574","https://openalex.org/W4220704297","https://openalex.org/W4239510810","https://openalex.org/W4291023040","https://openalex.org/W4304014187","https://openalex.org/W4304086659","https://openalex.org/W4362496488","https://openalex.org/W4367281761","https://openalex.org/W4380360315","https://openalex.org/W4385245566","https://openalex.org/W4386800155","https://openalex.org/W4387940421","https://openalex.org/W4390050234","https://openalex.org/W4390576511","https://openalex.org/W4390874126","https://openalex.org/W4392172995","https://openalex.org/W4392361476","https://openalex.org/W4393147046","https://openalex.org/W4395056483","https://openalex.org/W4395073213","https://openalex.org/W4403674916","https://openalex.org/W4412496745"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4323929055"],"abstract_inverted_index":{"Existing":[0],"studies":[1],"in":[2,207,254,265,306],"psychology":[3],"and":[4,36,64,79,95,135,139,146,196,226,243,250,258,292,325,334],"neuroscience":[5],"have":[6,20],"extensively":[7],"examined":[8],"the":[9,32,119,159,170,180,203,209,236,241,247,256,266,272,279,287,317,326],"effects":[10,211],"of":[11,34,169,205,212,220,274,320,329],"sleep":[12,42,71,73,76,81,293],"deprivation":[13,74],"on":[14,118,322],"emotional":[15],"responses.":[16],"More":[17],"recently,":[18],"researchers":[19],"begun":[21],"applying":[22,302],"deep":[23,303],"learning":[24,304],"algorithms":[25],"to":[26,88,114,129,143,157,240,271],"further":[27,185],"investigate":[28],"this":[29,46,307,314],"relationship,":[30],"emphasizing":[31],"importance":[33,204],"accessible":[35],"high-quality":[37],"multimodal":[38,52,145,150,221,248,283],"datasets":[39],"across":[40],"different":[41],"states.":[43,294],"To":[44],"address":[45],"need,":[47],"we":[48,99,215],"develop":[49],"SEED-SD,":[50],"a":[51,101,124,217,298],"dataset":[53,60,284,296,333],"comprising":[54],"data":[55,86],"from":[56,133],"40":[57],"participants.":[58],"The":[59,173,331],"includes":[61],"electroencephalography":[62],"(EEG)":[63],"eye":[65,136],"movement":[66,137],"signals":[67],"collected":[68],"under":[69,162,235],"three":[70],"conditions:":[72],"(SD),":[75],"recovery":[77],"(SR),":[78],"normal":[80],"(NS).":[82],"Each":[83],"condition":[84,238],"contains":[85],"corresponding":[87],"four":[89],"basic":[90],"emotions:":[91],"happiness,":[92],"sadness,":[93],"fear,":[94],"neutral":[96],"state.":[97],"Additionally,":[98],"propose":[100],"novel":[102],"<bold":[103,108],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[104,109,111],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Re</b>gion":[105],"Transformer":[106],"with":[107,262],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">L</b>ayer-<bold":[110],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">F</b>usion":[112],"(ReLF),":[113],"conduct":[115,216],"comprehensive":[116],"analyses":[117],"SEED-SD":[120,277,332],"dataset.":[121],"ReLF":[122,153,178],"incorporates":[123],"region-":[125],"wise":[126],"self-attention":[127],"mechanism":[128],"extract":[130],"localized":[131],"features":[132],"EEG":[134,233],"signals,":[138],"supports":[140],"flexible":[141],"adaptation":[142],"both":[144,255],"unimodal":[147,163],"inputs.":[148],"Following":[149],"generative":[151],"pre-training,":[152],"introduces":[154],"learnable":[155],"prompts":[156],"replace":[158],"missing":[160],"modality":[161],"settings,":[164],"thereby":[165],"enabling":[166],"effective":[167],"fine-tuning":[168],"pre-trained":[171],"model.":[172],"experimental":[174],"results":[175],"demonstrate":[176],"that":[177,187],"outperforms":[179],"existing":[181],"models.":[182],"Our":[183,229],"analysis":[184,219],"reveals":[186],"SD":[188,237,257,321],"significantly":[189],"impacts":[190],"emotion":[191,290,323],"recognition":[192,291,324],"performance,":[193],"while":[194],"SR":[195,206,242,259],"NS":[197,244,267],"conditions":[198,260],"yield":[199],"similar":[200],"results,":[201],"highlighting":[202],"mitigating":[208],"adverse":[210],"SD.":[213],"Furthermore,":[214],"systematic":[218],"complementarity,":[222],"critical":[223,251],"frequency":[224,252],"bands,":[225],"neural":[227],"patterns.":[228],"findings":[230],"reveal":[231],"distinct":[232],"patterns":[234],"compared":[239],"conditions.":[245],"Notably,":[246],"complementarity":[249],"bands":[253],"align":[261],"those":[263],"observed":[264],"condition.":[268],"In":[269],"summary,":[270],"best":[273],"our":[275],"knowledge,":[276],"is":[278],"largest":[280],"publicly":[281],"available":[282],"for":[285,301],"studying":[286],"relationship":[288],"between":[289],"This":[295],"lays":[297],"crucial":[299],"foundation":[300],"methods":[305],"area.":[308],"Moreover,":[309],"through":[310],"extensive":[311],"data-driven":[312],"analysis,":[313],"work":[315],"confirms":[316],"inhibitory":[318],"effect":[319],"restorative":[327],"role":[328],"SR.":[330],"codes":[335],"will":[336],"be":[337],"public":[338],"upon":[339],"paper":[340],"acceptance.":[341]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
