{"id":"https://openalex.org/W7134817125","doi":"https://doi.org/10.1109/tifs.2026.3672000","title":"BrainprintNet: A Multiscale Cross-Band Fusion Network for EEG-Based Brainprint Recognition","display_name":"BrainprintNet: A Multiscale Cross-Band Fusion Network for EEG-Based Brainprint Recognition","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7134817125","doi":"https://doi.org/10.1109/tifs.2026.3672000"},"language":null,"primary_location":{"id":"doi:10.1109/tifs.2026.3672000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2026.3672000","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","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/A5111640559","display_name":"Y.-T. Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunlu Tu","raw_affiliation_strings":["Ministry of Education Key Laboratory of Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017195072","display_name":"S. L. Li","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyang Li","raw_affiliation_strings":["Ministry of Education Key Laboratory of Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100675009","display_name":"Xiaoqing Chen","orcid":"https://orcid.org/0009-0004-3225-7449"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqing Chen","raw_affiliation_strings":["Ministry of Education Key Laboratory of Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123007028","display_name":"Dongrui Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongrui Wu","raw_affiliation_strings":["Ministry of Education Key Laboratory of Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Ministry of Education Key Laboratory of Image Processing and Intelligent Control, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111640559"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70220297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":null,"first_page":"2757","last_page":"2768"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.8841999769210815,"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":0.8841999769210815,"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/T11800","display_name":"User Authentication and Security Systems","score":0.04989999905228615,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.03269999846816063,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/liveness","display_name":"Liveness","score":0.6833000183105469},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.6320000290870667},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6237000226974487},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5889999866485596},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5514000058174133},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5160999894142151},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5059999823570251},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4521999955177307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8744000196456909},{"id":"https://openalex.org/C15569618","wikidata":"https://www.wikidata.org/wiki/Q3561421","display_name":"Liveness","level":2,"score":0.6833000183105469},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.6320000290870667},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6237000226974487},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.607200026512146},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5889999866485596},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5514000058174133},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5160999894142151},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5059999823570251},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4659999907016754},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4521999955177307},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.4018999934196472},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4000000059604645},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37770000100135803},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.34630000591278076},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.3346000015735626},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.2955999970436096},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.27090001106262207},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2540999948978424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2026.3672000","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2026.3672000","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","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":41,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W2032642642","https://openalex.org/W2110065044","https://openalex.org/W2160845636","https://openalex.org/W2313108227","https://openalex.org/W2416750880","https://openalex.org/W2535628815","https://openalex.org/W2538131772","https://openalex.org/W2559463885","https://openalex.org/W2612085556","https://openalex.org/W2741907166","https://openalex.org/W2797838598","https://openalex.org/W2897634995","https://openalex.org/W2898161677","https://openalex.org/W2911312349","https://openalex.org/W2912885887","https://openalex.org/W2930980596","https://openalex.org/W2946344027","https://openalex.org/W3035471470","https://openalex.org/W3095862531","https://openalex.org/W3099348293","https://openalex.org/W3192693288","https://openalex.org/W4243911220","https://openalex.org/W4286581995","https://openalex.org/W4292609007","https://openalex.org/W4292731283","https://openalex.org/W4300860283","https://openalex.org/W4312597583","https://openalex.org/W4312933120","https://openalex.org/W4315786417","https://openalex.org/W4319865678","https://openalex.org/W4327521769","https://openalex.org/W4385656459","https://openalex.org/W4386634448","https://openalex.org/W4389538431","https://openalex.org/W4389692426","https://openalex.org/W4395056500","https://openalex.org/W4399141531","https://openalex.org/W4412129354","https://openalex.org/W4413396257","https://openalex.org/W4413887299"],"related_works":[],"abstract_inverted_index":{"User":[0],"identification":[1,14],"technologies":[2],"are":[3,38],"essential":[4],"for":[5,41,103],"ensuring":[6],"security":[7],"and":[8,28,44,74,93,132,137,147],"privacy.":[9],"Compared":[10],"to":[11,26,78],"conventional":[12],"biometric":[13],"methods,":[15],"electroencephalogram":[16],"(EEG)-based":[17],"brainprint":[18,35,81,152],"recognition":[19,36,153],"provides":[20],"unique":[21],"advantages,":[22],"including":[23],"non-replicability,":[24],"resistance":[25],"coercion,":[27],"inherent":[29],"liveness":[30],"detection.":[31],"However,":[32],"existing":[33],"EEG-based":[34,80,151],"methods":[37],"typically":[39],"tailored":[40],"specific":[42,133],"tasks":[43],"evaluated":[45],"under":[46,100],"conditions":[47],"that":[48],"differ":[49],"substantially":[50],"from":[51],"real-world":[52,104],"use.":[53],"To":[54],"overcome":[55],"these":[56],"limitations,":[57],"we":[58],"propose":[59],"BrainprintNet,":[60],"a":[61],"convolutional":[62],"neural":[63],"network":[64,124],"architecture":[65],"integrating":[66],"fine-grained":[67],"filter":[68],"banks,":[69],"grouped":[70],"multiscale":[71],"temporal":[72],"convolutions,":[73],"cross-band":[75],"spatial":[76],"fusion":[77],"enhance":[79],"recognition.":[82],"BrainprintNet":[83,141],"surpasses":[84],"previous":[85],"architectures":[86],"in":[87],"challenging":[88],"scenarios":[89],"involving":[90],"simultaneous":[91],"cross-session":[92],"cross-task":[94],"recognition,":[95],"demonstrating":[96],"its":[97],"generalization":[98],"ability":[99],"strict":[101],"simulation":[102],"applications.":[105],"Comprehensive":[106],"experiments":[107],"were":[108],"conducted":[109],"using":[110],"three":[111],"publicly":[112],"available":[113],"datasets":[114],"encompassing":[115],"nine":[116],"distinct":[117],"tasks.":[118],"Furthermore,":[119],"visualization":[120],"of":[121,150],"the":[122,144],"learned":[123],"weights":[125],"revealed":[126],"strong":[127],"correlations":[128],"between":[129],"user":[130],"identity":[131],"EEG":[134],"frequency":[135],"subbands":[136],"channels.":[138],"The":[139],"proposed":[140],"significantly":[142],"advances":[143],"accuracy,":[145],"flexibility,":[146],"practical":[148],"applicability":[149],"systems.":[154]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-03-11T00:00:00"}
