{"id":"https://openalex.org/W4205939829","doi":"https://doi.org/10.23919/eusipco54536.2021.9616098","title":"Longitudinal Assessment of EEG Biometrics under Auditory Stimulation: A Deep Learning Approach","display_name":"Longitudinal Assessment of EEG Biometrics under Auditory Stimulation: A Deep Learning Approach","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W4205939829","doi":"https://doi.org/10.23919/eusipco54536.2021.9616098"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco54536.2021.9616098","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco54536.2021.9616098","pdf_url":null,"source":{"id":"https://openalex.org/S4363607854","display_name":"2021 29th European Signal Processing Conference (EUSIPCO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-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/A5033081051","display_name":"Sherif Nagib Abbas Seha","orcid":"https://orcid.org/0000-0003-4494-011X"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sherif Nagib Abbas Seha","raw_affiliation_strings":["University of Toronto, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041117623","display_name":"Dimitrios Hatzinakos","orcid":"https://orcid.org/0000-0003-3345-9232"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dimitrios Hatzinakos","raw_affiliation_strings":["University of Toronto, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5033081051"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":1.7504,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87477477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1386","last_page":"1390"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.996999979019165,"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":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7252702713012695},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6941463947296143},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.6712214350700378},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5958455801010132},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5811198949813843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5407471656799316},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.5034617781639099},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4447680115699768},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.435478538274765},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.15190306305885315},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09947115182876587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7252702713012695},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6941463947296143},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.6712214350700378},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5958455801010132},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5811198949813843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5407471656799316},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.5034617781639099},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4447680115699768},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.435478538274765},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.15190306305885315},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09947115182876587},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/eusipco54536.2021.9616098","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco54536.2021.9616098","pdf_url":null,"source":{"id":"https://openalex.org/S4363607854","display_name":"2021 29th European Signal Processing Conference (EUSIPCO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 29th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6000000238418579}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W222827149","https://openalex.org/W1973491750","https://openalex.org/W1980837896","https://openalex.org/W2096733369","https://openalex.org/W2106053110","https://openalex.org/W2143183535","https://openalex.org/W2181315643","https://openalex.org/W2261365252","https://openalex.org/W2313108227","https://openalex.org/W2338492816","https://openalex.org/W2605492512","https://openalex.org/W2620256273","https://openalex.org/W2765253274","https://openalex.org/W2768708026","https://openalex.org/W2781877551","https://openalex.org/W2891007343","https://openalex.org/W2925281733","https://openalex.org/W2941474740","https://openalex.org/W2945325110","https://openalex.org/W2946344027","https://openalex.org/W2970421248","https://openalex.org/W2984856130","https://openalex.org/W3005195149","https://openalex.org/W3008515144","https://openalex.org/W3034303608","https://openalex.org/W3035471470","https://openalex.org/W3149679044","https://openalex.org/W4253898771","https://openalex.org/W6675751002"],"related_works":["https://openalex.org/W4296749040","https://openalex.org/W4230197055","https://openalex.org/W621808327","https://openalex.org/W2076845124","https://openalex.org/W644007644","https://openalex.org/W3012257603","https://openalex.org/W2183964146","https://openalex.org/W3177475962","https://openalex.org/W1586784764","https://openalex.org/W4292264782"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,86],"propose":[4],"a":[5,21,49,91,113],"Deep":[6],"Learning":[7],"(DL)":[8],"approach":[9,54],"for":[10,20],"the":[11,36,40,44,56,64,70,76,102,117],"longitudinal":[12],"assessment":[13,26],"of":[14],"EEG":[15,57],"signals":[16],"under":[17],"auditory":[18],"stimulation":[19],"biometric":[22],"authentication":[23],"system.":[24],"Longitudinal":[25],"involves":[27],"recordings":[28],"from":[29,69,80],"13":[30],"subjects":[31,72,82],"over":[32,101],"three":[33],"sessions":[34],"where":[35,63],"average":[37],"time-span":[38],"between":[39,66,78],"last":[41],"session":[42],"and":[43,75,125],"first":[45],"two":[46],"is":[47,73,83],"almost":[48],"year.":[50],"The":[51,105],"proposed":[52],"DL":[53,123],"encodes":[55],"data":[58],"into":[59],"an":[60,88],"embedding":[61],"space":[62],"distance":[65,77],"cross-session":[67],"features":[68,79,100],"same":[71],"minimized":[74],"different":[81],"maximized.":[84],"Also,":[85],"adopt":[87],"encoder":[89],"with":[90,112,121],"custom":[92],"convolution":[93],"layer":[94],"that":[95],"extracts":[96],"improved":[97,109],"functional":[98],"connectivity":[99],"standard":[103],"convolution.":[104],"achieved":[106],"results":[107],"show":[108],"recognition":[110],"rates":[111],"significant":[114],"reduction":[115],"in":[116],"acquisition":[118],"time":[119],"compared":[120],"other":[122],"frameworks":[124],"BCI":[126],"techniques.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}