{"id":"https://openalex.org/W4406180331","doi":"https://doi.org/10.1080/27706710.2024.2447576","title":"EEG-DGRN: dynamic graph representation network for subject-independent ERP detection","display_name":"EEG-DGRN: dynamic graph representation network for subject-independent ERP detection","publication_year":2025,"publication_date":"2025-01-08","ids":{"openalex":"https://openalex.org/W4406180331","doi":"https://doi.org/10.1080/27706710.2024.2447576"},"language":"en","primary_location":{"id":"doi:10.1080/27706710.2024.2447576","doi":"https://doi.org/10.1080/27706710.2024.2447576","is_oa":true,"landing_page_url":"https://doi.org/10.1080/27706710.2024.2447576","pdf_url":null,"source":{"id":"https://openalex.org/S4387279469","display_name":"Brain-Apparatus Communication A Journal of Bacomics","issn_l":"2770-6710","issn":["2770-6710"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain-Apparatus Communication: A Journal of Bacomics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1080/27706710.2024.2447576","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jiabin Zhu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiabin Zhu","raw_affiliation_strings":["Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province","School of Computer Science, Hangzhou Dianzi University","Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, Hangzhou, China","School of Computer Science, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059861871","display_name":"Xuanyu Jin","orcid":"https://orcid.org/0000-0001-5542-3340","observed_orcids":["https://orcid.org/0000-0001-5542-3340"]},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanyu Jin","raw_affiliation_strings":["Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province","School of Computer Science, Hangzhou Dianzi University","Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, Hangzhou, China","School of Computer Science, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067392418","display_name":"Yuhang Ming","orcid":"https://orcid.org/0000-0002-4548-6388","observed_orcids":["https://orcid.org/0000-0002-4548-6388"]},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhang Ming","raw_affiliation_strings":["Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province","School of Computer Science, Hangzhou Dianzi University","Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, Hangzhou, China","School of Computer Science, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003649465","display_name":"Wanzeng Kong","orcid":"https://orcid.org/0000-0002-0113-6968","observed_orcids":["https://orcid.org/0000-0002-0113-6968"]},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wanzeng Kong","raw_affiliation_strings":["Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province","School of Computer Science, Hangzhou Dianzi University","Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, Hangzhou, China","School of Computer Science, Hangzhou Dianzi University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Key Laboratory of Brain Machine Collaborative Intelligence of Zhejiang Province, Hangzhou, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5003649465"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":0.8999,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6681891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"4","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0,"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/T10581","display_name":"Neural dynamics and brain function","score":0.0,"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":"EEG","score":0.625},{"id":"https://openalex.org/keywords/subject-independent-generalization","display_name":"subject-independent generalization","score":0.7450000047683716},{"id":"https://openalex.org/keywords/inter-individual-variability","display_name":"interindividual variability","score":0.9210000038146973},{"id":"https://openalex.org/keywords/graph-pooling","display_name":"graph pooling","score":0.8169999718666077},{"id":"https://openalex.org/keywords/rapid-serial-visual-presentation","display_name":"rapid serial visual presentation","score":0.9330000281333923}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6572062969207764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6433902978897095},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.57215815782547},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5709084868431091},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5624414682388306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37946170568466187},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31065618991851807},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.22820201516151428},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1480240821838379},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12512820959091187},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/27706710.2024.2447576","doi":"https://doi.org/10.1080/27706710.2024.2447576","is_oa":true,"landing_page_url":"https://doi.org/10.1080/27706710.2024.2447576","pdf_url":null,"source":{"id":"https://openalex.org/S4387279469","display_name":"Brain-Apparatus Communication A Journal of Bacomics","issn_l":"2770-6710","issn":["2770-6710"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain-Apparatus Communication: A Journal of Bacomics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:477e2523ead34b6d83c4e320511d3d8b","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/477e2523ead34b6d83c4e320511d3d8b","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":"Brain-Apparatus Communication, Vol 4, Iss 1 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/27706710.2024.2447576","doi":"https://doi.org/10.1080/27706710.2024.2447576","is_oa":true,"landing_page_url":"https://doi.org/10.1080/27706710.2024.2447576","pdf_url":null,"source":{"id":"https://openalex.org/S4387279469","display_name":"Brain-Apparatus Communication A Journal of Bacomics","issn_l":"2770-6710","issn":["2770-6710"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain-Apparatus Communication: A Journal of Bacomics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2559463885","https://openalex.org/W2741907166","https://openalex.org/W2790404832","https://openalex.org/W2899241374","https://openalex.org/W2906943923","https://openalex.org/W2911632638","https://openalex.org/W2962858109","https://openalex.org/W3000231660","https://openalex.org/W3015863006","https://openalex.org/W3035649237","https://openalex.org/W3085768000","https://openalex.org/W3094461913","https://openalex.org/W3107820166","https://openalex.org/W3114734335","https://openalex.org/W3167195439","https://openalex.org/W3172787012","https://openalex.org/W3180732958","https://openalex.org/W3186148480","https://openalex.org/W3190454392","https://openalex.org/W3197862668","https://openalex.org/W4221022811","https://openalex.org/W4285212940","https://openalex.org/W4294975308","https://openalex.org/W4296473299","https://openalex.org/W4303986557","https://openalex.org/W4399423533"],"related_works":["https://openalex.org/W4296473299","https://openalex.org/W4400156656","https://openalex.org/W3180732958","https://openalex.org/W7129673426","https://openalex.org/W4387212898","https://openalex.org/W4411566450","https://openalex.org/W4377693528","https://openalex.org/W4404033621","https://openalex.org/W4407590851","https://openalex.org/W3016676540"],"abstract_inverted_index":{"Objectives":[0],"The":[1],"inter-subject":[2],"variability":[3],"remains":[4],"a":[5,45,81,117,127],"formidable":[6],"challenge":[7],"in":[8,140,168],"electroencephalogram":[9],"(EEG)":[10],"signal":[11],"processing.":[12],"Existing":[13],"event-related":[14],"potential":[15],"(ERP)":[16],"detection":[17],"methods":[18,138],"inadequately":[19],"consider":[20],"the":[21,34,56,64,75,96,102,163,174],"dynamic":[22,46,57,98],"connectivity":[23,66],"of":[24,36,133,165],"EEG":[25,69,151],"signals":[26],"and":[27,77,153],"event":[28],"response":[29],"differences":[30],"between":[31,68],"subjects,":[32],"limiting":[33],"discriminability":[35],"task-related":[37],"features.Methods":[38],"In":[39],"this":[40,141],"article,":[41],"we":[42],"propose":[43],"EEG-DGRN,":[44,169],"graph":[47,58,83],"representation":[48],"network":[49],"designed":[50],"for":[51],"subject-independent":[52],"ERP":[53],"detection.":[54],"Specifically,":[55],"mechanism":[59],"is":[60,86,114],"used":[61],"to":[62,88,104,108,148,156,173],"capture":[63],"task-relevant":[65],"relationship":[67],"channels":[70],"over":[71],"time.":[72],"Then,":[73],"considering":[74],"local":[76],"global":[78],"topology":[79],"structure,":[80],"dual-branch":[82],"pooling":[84],"module":[85,100,167],"employed":[87],"prune":[89],"features":[90,152],"from":[91],"different":[92],"granularity.":[93],"After":[94],"that,":[95],"temporal":[97],"attention":[99,107],"enables":[101],"model":[103,113],"pay":[105],"more":[106],"subject-invariant":[109,150],"representations.Results":[110],"Our":[111],"EEG-DGRN":[112],"evaluated":[115],"on":[116],"publicly":[118],"available":[119],"rapid":[120],"serial":[121],"visual":[122],"presentation":[123],"dataset.":[124],"It":[125],"achieves":[126],"remarkable":[128],"mean":[129],"balanced":[130],"classification":[131],"accuracy":[132],"87.05%,":[134],"outperforming":[135],"all":[136],"other":[137],"compared":[139],"study.Conclusion":[142],"Such":[143],"performance":[144],"demonstrates":[145],"its":[146],"ability":[147],"extract":[149],"generalize":[154],"effectively":[155],"unseen":[157],"subjects.":[158],"Lastly,":[159],"ablation":[160],"studies":[161],"confirm":[162],"effectiveness":[164],"each":[166],"highlighting":[170],"their":[171],"contributions":[172],"overall":[175],"performance.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-01-09T00:00:00"}
