{"id":"https://openalex.org/W4408071374","doi":"https://doi.org/10.1142/s0129065725500248","title":"Electroencephalography Decoding with Conditional Identification Generator","display_name":"Electroencephalography Decoding with Conditional Identification Generator","publication_year":2025,"publication_date":"2025-03-01","ids":{"openalex":"https://openalex.org/W4408071374","doi":"https://doi.org/10.1142/s0129065725500248","pmid":"https://pubmed.ncbi.nlm.nih.gov/40150938"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065725500248","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065725500248","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://biblio.ugent.be/publication/01JYH0AZ8MWYAW0PG97DJXFCQW/file/01JYK4MANV7871ZMMT9WW9X9HZ.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100452233","display_name":"Pengfei Sun","orcid":"https://orcid.org/0000-0002-1855-5974"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Pengfei Sun","raw_affiliation_strings":["Department of Information Technology, Ghent University Gent, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-1855-5974","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Ghent University Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014240787","display_name":"Jorg De Winne","orcid":"https://orcid.org/0000-0001-5253-7174"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jorg De Winne","raw_affiliation_strings":["Department of Information Technology, Ghent University Gent, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-5253-7174","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Ghent University Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031886937","display_name":"Malu Zhang","orcid":"https://orcid.org/0000-0002-2345-0974"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Malu Zhang","raw_affiliation_strings":["School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu, P.\u00a0R.\u00a0China"],"raw_orcid":"https://orcid.org/0000-0002-2345-0974","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031754616","display_name":"Paul Devos","orcid":"https://orcid.org/0000-0003-4940-8886"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Paul Devos","raw_affiliation_strings":["Department of Information Technology, Ghent University Gent, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-4940-8886","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Ghent University Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069519911","display_name":"Dick Botteldooren","orcid":"https://orcid.org/0000-0002-7756-7238"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dick Botteldooren","raw_affiliation_strings":["Department of Information Technology, Ghent University Gent, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-7756-7238","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Ghent University Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100452233"],"corresponding_institution_ids":["https://openalex.org/I32597200"],"apc_list":null,"apc_paid":null,"fwci":1.2682,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7615581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"35","issue":"07","first_page":"2550024","last_page":"2550024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9993000030517578,"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":0.9993000030517578,"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":0.996399998664856,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7812129259109497},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.7272354364395142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6316943764686584},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5825647711753845},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5022563934326172},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.4976480305194855},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.4791668951511383},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3798051178455353},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3782653212547302},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22793102264404297},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.20691171288490295},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17873826622962952},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.10932144522666931},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0725787878036499}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7812129259109497},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.7272354364395142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6316943764686584},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5825647711753845},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5022563934326172},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.4976480305194855},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.4791668951511383},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3798051178455353},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3782653212547302},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22793102264404297},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.20691171288490295},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17873826622962952},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.10932144522666931},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0725787878036499},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"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":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1142/s0129065725500248","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065725500248","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:40150938","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40150938","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":"International journal of neural systems","raw_type":null},{"id":"pmh:oai:archive.ugent.be:01JYH0AZ8MWYAW0PG97DJXFCQW","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-01JYH0AZ8MWYAW0PG97DJXFCQW","pdf_url":"https://biblio.ugent.be/publication/01JYH0AZ8MWYAW0PG97DJXFCQW/file/01JYK4MANV7871ZMMT9WW9X9HZ.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1793-6462","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:archive.ugent.be:01JYH0AZ8MWYAW0PG97DJXFCQW","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-01JYH0AZ8MWYAW0PG97DJXFCQW","pdf_url":"https://biblio.ugent.be/publication/01JYH0AZ8MWYAW0PG97DJXFCQW/file/01JYK4MANV7871ZMMT9WW9X9HZ.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1793-6462","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408071374.pdf"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W1636374184","https://openalex.org/W1901129140","https://openalex.org/W2040510368","https://openalex.org/W2042013578","https://openalex.org/W2064675550","https://openalex.org/W2130459697","https://openalex.org/W2148251443","https://openalex.org/W2164653071","https://openalex.org/W2169813833","https://openalex.org/W2294798173","https://openalex.org/W2345463153","https://openalex.org/W2524509134","https://openalex.org/W2559463885","https://openalex.org/W2598912124","https://openalex.org/W2759483166","https://openalex.org/W2795691199","https://openalex.org/W2800428573","https://openalex.org/W2900365291","https://openalex.org/W2901348372","https://openalex.org/W2962793481","https://openalex.org/W2990138404","https://openalex.org/W3005055041","https://openalex.org/W3096831136","https://openalex.org/W3102455230","https://openalex.org/W3111419336","https://openalex.org/W3118794207","https://openalex.org/W3125128672","https://openalex.org/W3125807224","https://openalex.org/W3196571547","https://openalex.org/W3200729277","https://openalex.org/W4206556457","https://openalex.org/W4206654584","https://openalex.org/W4206798246","https://openalex.org/W4223647842","https://openalex.org/W4224932529","https://openalex.org/W4281618849","https://openalex.org/W4283030461","https://openalex.org/W4286579687","https://openalex.org/W4288370357","https://openalex.org/W4297364263","https://openalex.org/W4308073689","https://openalex.org/W4311506911","https://openalex.org/W4312741181","https://openalex.org/W4323266311","https://openalex.org/W4323566921","https://openalex.org/W4365443833","https://openalex.org/W4372346223","https://openalex.org/W4375868978","https://openalex.org/W4382680394","https://openalex.org/W4385863621","https://openalex.org/W4387158865","https://openalex.org/W4387771070","https://openalex.org/W4388588131","https://openalex.org/W4389286248","https://openalex.org/W4391836168","https://openalex.org/W4391918082","https://openalex.org/W4392693728","https://openalex.org/W4394958826","https://openalex.org/W4402084003","https://openalex.org/W4402592606","https://openalex.org/W4404639001","https://openalex.org/W4405106018","https://openalex.org/W4406456079"],"related_works":["https://openalex.org/W3067752700","https://openalex.org/W2098373948","https://openalex.org/W1534867933","https://openalex.org/W2587713090","https://openalex.org/W2963141266","https://openalex.org/W2090610152","https://openalex.org/W2896393657","https://openalex.org/W2744712844","https://openalex.org/W4310719664","https://openalex.org/W2742276804"],"abstract_inverted_index":{"Decoding":[0],"Electroencephalography":[1],"(EEG)":[2],"signals":[3,76],"are":[4],"extremely":[5],"useful":[6],"for":[7,120,154,163],"advancing":[8],"and":[9,77,86,129,157,166],"understanding":[10],"human-artificial":[11],"intelligence":[12],"(AI)":[13],"interaction":[14,73],"systems.":[15,170],"Recent":[16],"advancements":[17],"in":[18,27,44,50,151],"deep":[19],"neural":[20],"networks":[21],"(DNNs)":[22],"have":[23],"demonstrated":[24],"significant":[25],"promise":[26],"this":[28,59,92,139],"respect":[29],"due":[30],"to":[31,34,80],"their":[32,55],"ability":[33],"model":[35,105],"complex":[36],"nonlinear":[37],"relationships.":[38],"However,":[39],"DNNs":[40],"face":[41],"persistent":[42],"challenges":[43],"addressing":[45],"the":[46,72,82,118,161],"inter-person":[47],"variability":[48],"inherent":[49],"EEG":[51,75,113],"signals,":[52],"which":[53],"limits":[54],"generalizability.":[56],"To":[57],"tackle":[58],"limitation,":[60],"we":[61,94],"propose":[62],"a":[63,97,103],"novel":[64],"framework":[65,140],"that":[66,106,138],"integrates":[67],"conditional":[68,99],"identification":[69,122],"information,":[70],"leveraging":[71],"between":[74],"individual":[78,124],"traits":[79],"enhance":[81],"model's":[83],"internal":[84],"representation":[85],"improve":[87],"decoding":[88,152],"accuracy.":[89],"Building":[90],"on":[91,134],"foundation,":[93],"further":[95],"introduce":[96],"privacy-preserving":[98],"information":[100],"generator":[101],"-":[102],"generative":[104],"derives":[107],"embedding":[108],"knowledge":[109],"directly":[110],"from":[111],"raw":[112],"signals.":[114],"This":[115],"approach":[116,147],"eliminates":[117],"need":[119],"personal":[121],"via":[123],"tests,":[125],"ensuring":[126],"both":[127,155],"efficiency":[128],"privacy.":[130],"Experimental":[131],"evaluations":[132],"conducted":[133],"WithMe":[135],"dataset":[136],"confirm":[137],"outperforms":[141],"baseline":[142],"network":[143],"architectures.":[144],"Notably,":[145],"our":[146],"achieves":[148],"substantial":[149],"improvements":[150],"accuracy":[153],"familiar":[156],"unseen":[158],"subjects,":[159],"paving":[160],"way":[162],"efficient,":[164],"robust,":[165],"privacy-conscious":[167],"human-computer":[168],"interface":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}