{"id":"https://openalex.org/W4408899026","doi":"https://doi.org/10.1109/bci65088.2025.10931473","title":"Towards Personalized Brain-Computer Interface Application Based on Endogenous EEG Paradigms","display_name":"Towards Personalized Brain-Computer Interface Application Based on Endogenous EEG Paradigms","publication_year":2025,"publication_date":"2025-02-24","ids":{"openalex":"https://openalex.org/W4408899026","doi":"https://doi.org/10.1109/bci65088.2025.10931473"},"language":"en","primary_location":{"id":"doi:10.1109/bci65088.2025.10931473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bci65088.2025.10931473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 13th International Conference on Brain-Computer Interface (BCI)","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/A5070086344","display_name":"Heon-Gyu Kwak","orcid":null},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Heon-Gyu Kwak","raw_affiliation_strings":["Korea University,Dept. of Artificial Intelligence,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,Dept. of Artificial Intelligence,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078212803","display_name":"Gi-Hwan Shin","orcid":"https://orcid.org/0000-0002-7348-0610"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gi-Hwan Shin","raw_affiliation_strings":["Korea University,Dept. of Brain and Cognitive Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,Dept. of Brain and Cognitive Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114036936","display_name":"Yeon-Woo Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yeon-Woo Choi","raw_affiliation_strings":["Korea University,Dept. of Artificial Intelligence,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,Dept. of Artificial Intelligence,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100422970","display_name":"Dong\u2010Hoon Lee","orcid":"https://orcid.org/0000-0002-5013-4440"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dong-Hoon Lee","raw_affiliation_strings":["KT R&#x0026;D Center,Tech. Innovation Group,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KT R&#x0026;D Center,Tech. Innovation Group,Seoul,Republic of Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009109826","display_name":"Yoo-In Jeon","orcid":"https://orcid.org/0000-0002-3965-5333"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yoo-In Jeon","raw_affiliation_strings":["KT R&#x0026;D Center,Tech. Innovation Group,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KT R&#x0026;D Center,Tech. Innovation Group,Seoul,Republic of Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064461776","display_name":"Jun-Su Kang","orcid":"https://orcid.org/0000-0002-2576-9137"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun-Su Kang","raw_affiliation_strings":["KT R&#x0026;D Center,Tech. Innovation Group,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"KT R&#x0026;D Center,Tech. Innovation Group,Seoul,Republic of Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011014617","display_name":"Seong\u2010Whan Lee","orcid":"https://orcid.org/0000-0002-6249-4996"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seong-Whan Lee","raw_affiliation_strings":["Korea University,Dept. of Artificial Intelligence,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,Dept. of Artificial Intelligence,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5070086344"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":2.9878,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89337615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9919000267982483,"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":0.9919000267982483,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9531000256538391,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7232251167297363},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6885054111480713},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.683178186416626},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5712560415267944},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4510088860988617},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2750049829483032},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1629454493522644},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15314292907714844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7232251167297363},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6885054111480713},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.683178186416626},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5712560415267944},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4510088860988617},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2750049829483032},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1629454493522644},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15314292907714844},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"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":1,"locations":[{"id":"doi:10.1109/bci65088.2025.10931473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bci65088.2025.10931473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 13th International Conference on Brain-Computer Interface (BCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2278113816","https://openalex.org/W2608948620","https://openalex.org/W2741907166","https://openalex.org/W2911312349","https://openalex.org/W2924079966","https://openalex.org/W2940740645","https://openalex.org/W2979689127","https://openalex.org/W2989568715","https://openalex.org/W2994921215","https://openalex.org/W2997849943","https://openalex.org/W3040262915","https://openalex.org/W3041698047","https://openalex.org/W3107800993","https://openalex.org/W3156463266","https://openalex.org/W3178661765","https://openalex.org/W3192069909","https://openalex.org/W4312597583","https://openalex.org/W4316660747","https://openalex.org/W4317795265","https://openalex.org/W4381733655","https://openalex.org/W4382371186","https://openalex.org/W4390969286","https://openalex.org/W4391306481","https://openalex.org/W4393406671","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W2044053727","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2914170859"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,80],"conceptual":[6],"framework":[7,46,78],"for":[8,145],"personalized":[9,58,134],"brain-computer":[10],"interface":[11],"(BCI)":[12],"applications,":[13,136],"which":[14,56],"can":[15,131],"offer":[16],"an":[17,104],"enhanced":[18],"user":[19,51,101],"experience":[20],"by":[21,60],"customizing":[22],"services":[23,59],"to":[24,92],"individual":[25,62],"preferences":[26],"and":[27,42,53,64,140,147],"needs,":[28],"based":[29],"on":[30],"endogenous":[31],"electroencephalography":[32],"(EEG)":[33],"paradigms":[34],"including":[35],"motor":[36],"imagery":[37,40],"(MI),":[38],"speech":[39],"(SI),":[41],"visual":[43],"imagery.":[44],"The":[45,96],"includes":[47],"two":[48],"essential":[49],"components:":[50],"identification":[52,102,139],"intention":[54,111,142],"classification,":[55],"enable":[57],"identifying":[61],"users":[63],"recognizing":[65],"their":[66],"intended":[67],"actions":[68],"through":[69],"EEG":[70,82,94,129],"signals.":[71],"We":[72],"validate":[73],"the":[74,89,122],"feasibility":[75],"of":[76,108],"our":[77],"using":[79],"private":[81],"dataset":[83],"collected":[84],"from":[85],"eight":[86],"subjects,":[87],"employing":[88],"ShallowConvNet":[90],"architecture":[91],"decode":[93],"features.":[95],"experimental":[97],"results":[98],"demonstrate":[99],"that":[100,128],"achieved":[103,113],"average":[105],"classification":[106,112],"accuracy":[107,115],"0.995,":[109],"while":[110],"0.47":[114],"across":[116],"all":[117],"paradigms,":[118],"with":[119],"MI":[120,146],"demonstrating":[121],"best":[123],"performance.":[124],"These":[125],"findings":[126],"indicate":[127],"signals":[130],"effectively":[132],"support":[133],"BCI":[135],"offering":[137],"robust":[138],"reliable":[141],"decoding,":[143],"especially":[144],"SI.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
