{"id":"https://openalex.org/W4383371438","doi":"https://doi.org/10.34133/cbsystems.0045","title":"Cross-Subject Emotion Recognition Brain\u2013Computer Interface Based on fNIRS and DBJNet","display_name":"Cross-Subject Emotion Recognition Brain\u2013Computer Interface Based on fNIRS and DBJNet","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4383371438","doi":"https://doi.org/10.34133/cbsystems.0045","pmid":"https://pubmed.ncbi.nlm.nih.gov/37519929","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/10374245"},"language":"en","primary_location":{"id":"doi:10.34133/cbsystems.0045","doi":"https://doi.org/10.34133/cbsystems.0045","is_oa":true,"landing_page_url":"https://doi.org/10.34133/cbsystems.0045","pdf_url":"https://spj.science.org/doi/pdf/10.34133/cbsystems.0045?download=true","source":{"id":"https://openalex.org/S4210209220","display_name":"Cyborg and Bionic Systems","issn_l":"2097-1087","issn":["2097-1087","2692-7632"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","oarl"],"host_organization":"https://openalex.org/P4310315823","host_organization_name":"American Association for the Advancement of Science","host_organization_lineage":["https://openalex.org/P4310315823"],"host_organization_lineage_names":["American Association for the Advancement of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cyborg and Bionic Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://spj.science.org/doi/pdf/10.34133/cbsystems.0045?download=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009222035","display_name":"Xiaopeng Si","orcid":"https://orcid.org/0000-0002-8956-7577","observed_orcids":["https://orcid.org/0000-0002-8956-7577"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaopeng Si","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","Tianjin Key Laboratory of Brain Science and Neural Engineering, \rTianjin University, Tianjin 300072, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-8956-7577","affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Brain Science and Neural Engineering, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100573040","display_name":"He Huang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huang He","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","Tianjin Key Laboratory of Brain Science and Neural Engineering, \rTianjin University, Tianjin 300072, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Brain Science and Neural Engineering, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078666986","display_name":"Jiayue Yu","orcid":"https://orcid.org/0009-0008-1669-1236","observed_orcids":["https://orcid.org/0009-0008-1669-1236","https://orcid.org/0000-0002-5227-3479"]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayue Yu","raw_affiliation_strings":["Tianjin International Engineering Institute, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","Tianjin Key Laboratory of Brain Science and Neural Engineering, \rTianjin University, Tianjin 300072, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin International Engineering Institute, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Brain Science and Neural Engineering, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":null,"display_name":"Dong Ming","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Ming","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","Tianjin Key Laboratory of Brain Science and Neural Engineering, \rTianjin University, Tianjin 300072, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Tianjin Key Laboratory of Brain Science and Neural Engineering, \rTianjin University, Tianjin 300072, People\u2019s Republic of China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009222035"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":5.3403,"has_fulltext":true,"cited_by_count":75,"citation_normalized_percentile":{"value":0.9711836,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":"4","issue":null,"first_page":"0045","last_page":"0045"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9702000021934509,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.018799999728798866,"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"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.0026000000070780516,"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/emotion-recognition","display_name":"emotion recognition","score":0.878000020980835},{"id":"https://openalex.org/keywords/functional-near-infrared-spectroscopy","display_name":"functional near-infrared spectroscopy","score":0.9039999842643738},{"id":"https://openalex.org/keywords/brain-computer-interface","display_name":"brain-computer interface","score":0.8330000042915344},{"id":"https://openalex.org/keywords/cross-subject-generalization","display_name":"cross-subject generalization","score":0.9580000042915344},{"id":"https://openalex.org/keywords/affective-brain-computer-interfaces","display_name":"affective brain-computer interfaces","score":0.8339999914169312},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.6899999976158142},{"id":"https://openalex.org/keywords/statistical-features","display_name":"statistical features","score":0.4569999873638153}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8328640460968018},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5295016765594482},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4955242872238159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4481201171875},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42485934495925903},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3915908932685852},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3629603981971741},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.35196489095687866},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34543877840042114},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3334476947784424},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.21042242646217346},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.06628674268722534},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"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/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.34133/cbsystems.0045","doi":"https://doi.org/10.34133/cbsystems.0045","is_oa":true,"landing_page_url":"https://doi.org/10.34133/cbsystems.0045","pdf_url":"https://spj.science.org/doi/pdf/10.34133/cbsystems.0045?download=true","source":{"id":"https://openalex.org/S4210209220","display_name":"Cyborg and Bionic Systems","issn_l":"2097-1087","issn":["2097-1087","2692-7632"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","oarl"],"host_organization":"https://openalex.org/P4310315823","host_organization_name":"American Association for the Advancement of Science","host_organization_lineage":["https://openalex.org/P4310315823"],"host_organization_lineage_names":["American Association for the Advancement of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cyborg and Bionic Systems","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10374245","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10374245","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10374245/pdf/cbsystems.0045.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cyborg Bionic Syst","raw_type":"Text"},{"id":"pmid:37519929","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37519929","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,"listed_in":[],"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":"Cyborg and bionic systems (Washington, D.C.)","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:a3abfe2b7cdc4962ad701a55f7f3886a","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/a3abfe2b7cdc4962ad701a55f7f3886a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cyborg and Bionic Systems, Vol 4 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.34133/cbsystems.0045","doi":"https://doi.org/10.34133/cbsystems.0045","is_oa":true,"landing_page_url":"https://doi.org/10.34133/cbsystems.0045","pdf_url":"https://spj.science.org/doi/pdf/10.34133/cbsystems.0045?download=true","source":{"id":"https://openalex.org/S4210209220","display_name":"Cyborg and Bionic Systems","issn_l":"2097-1087","issn":["2097-1087","2692-7632"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","oarl"],"host_organization":"https://openalex.org/P4310315823","host_organization_name":"American Association for the Advancement of Science","host_organization_lineage":["https://openalex.org/P4310315823"],"host_organization_lineage_names":["American Association for the Advancement of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cyborg and Bionic Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1743271461","display_name":null,"funder_award_id":"2021YFF1200600","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2504241632","display_name":null,"funder_award_id":"81925020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G647450170","display_name":null,"funder_award_id":"61906132","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8743442345","display_name":"\u57fa\u4e8e\u591a\u6a21\u6001\u8111\u6210\u50cf\u7684\u6c49\u8bed\u52a0\u5de5\u8111\u7f51\u7edc\u534f\u4f5c\u7f16\u7801\u673a\u5236\u4e0e\u8a00\u8bed\u89e3\u7801\u7814\u7a76","funder_award_id":"61906132","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4383371438.pdf","grobid_xml":"https://content.openalex.org/works/W4383371438.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1983195655","https://openalex.org/W2011111213","https://openalex.org/W2013712141","https://openalex.org/W2018201290","https://openalex.org/W2050618347","https://openalex.org/W2068050374","https://openalex.org/W2069395995","https://openalex.org/W2082172705","https://openalex.org/W2110569191","https://openalex.org/W2117645142","https://openalex.org/W2122937259","https://openalex.org/W2131150329","https://openalex.org/W2146459015","https://openalex.org/W2156503193","https://openalex.org/W2559463885","https://openalex.org/W2762173015","https://openalex.org/W2786768213","https://openalex.org/W2936897040","https://openalex.org/W2976149155","https://openalex.org/W2980520956","https://openalex.org/W3000741860","https://openalex.org/W3007289630","https://openalex.org/W3013491151","https://openalex.org/W3014163061","https://openalex.org/W3140416091","https://openalex.org/W3167195439","https://openalex.org/W3195673759","https://openalex.org/W3198669541","https://openalex.org/W4286001525"],"related_works":["https://openalex.org/W7202071327","https://openalex.org/W4403278136","https://openalex.org/W7076957562","https://openalex.org/W7208732604","https://openalex.org/W4412398421","https://openalex.org/W7203965163","https://openalex.org/W7125907315","https://openalex.org/W7204749828","https://openalex.org/W4410186717","https://openalex.org/W4403576588"],"abstract_inverted_index":{"Functional":[0],"near-infrared":[1],"spectroscopy":[2],"(fNIRS)":[3],"is":[4,41,48,131,135,153,157,163,167,211],"a":[5,49,93,172],"noninvasive":[6],"brain":[7],"imaging":[8],"technique":[9],"that":[10,119,190],"has":[11,171],"gradually":[12],"been":[13],"applied":[14],"in":[15,60,208],"emotion":[16,36,55,66,77,144],"recognition":[17,37,56,78,145],"research":[18,34],"due":[19],"to":[20,44,103,107,175,213],"its":[21],"advantages":[22],"of":[23,51,147,181,185,217],"high":[24],"spatial":[25],"resolution,":[26],"real":[27],"time,":[28,91],"and":[29,46,73,92,137,197],"convenience.":[30],"However,":[31],"the":[32,75,89,101,105,115,138,142,179,182,186,191,198,202,215],"current":[33],"on":[35,39,54,141],"based":[38],"fNIRS":[40,76,120,170,218],"mainly":[42],"limited":[43],"within-subject,":[45],"there":[47],"lack":[50],"related":[52],"work":[53,207],"across":[57],"subjects.":[58],"Therefore,":[59],"this":[61,81,209],"paper,":[62],"we":[63],"designed":[64],"an":[65],"evoking":[67],"experiment":[68],"with":[69],"videos":[70],"as":[71],"stimuli":[72],"constructed":[74],"database.":[79],"On":[80],"basis,":[82],"deep":[83],"learning":[84],"technology":[85],"was":[86,98],"introduced":[87],"for":[88],"first":[90],"dual-branch":[94],"joint":[95,192],"network":[96,195],"(DBJNet)":[97],"constructed,":[99],"creating":[100],"ability":[102,174],"generalize":[104],"model":[106,117,187],"new":[108],"participants.":[109],"The":[110,206],"decoding":[111,139,204],"performance":[112,140],"obtained":[113],"by":[114],"proposed":[116],"shows":[118],"can":[121],"effectively":[122],"distinguish":[123],"positive":[124,149],"versus":[125,127,150,160],"neutral":[126,151,161],"negative":[128,159],"emotions":[129],"(accuracy":[130,152,162],"74.8%,":[132],"F1":[133,155,165],"score":[134,156,166],"72.9%),":[136],"2-category":[143],"task":[146],"distinguishing":[148],"89.5%,":[154],"88.3%),":[158],"91.7%,":[164],"91.1%)":[168],"proved":[169],"powerful":[173],"decode":[176],"emotions.":[177],"Furthermore,":[178],"results":[180],"ablation":[183],"study":[184],"structure":[188],"demonstrate":[189],"convolutional":[193],"neural":[194],"branch":[196,200],"statistical":[199],"achieve":[201],"highest":[203],"performance.":[205],"paper":[210],"expected":[212],"facilitate":[214],"development":[216],"affective":[219],"brain-computer":[220],"interface.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":23},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-07-07T00:00:00"}
