{"id":"https://openalex.org/W4412722398","doi":"https://doi.org/10.1109/tim.2025.3593511","title":"PlugSelect: Pruning Channels With Plug-and-Play Flexibility for Electroencephalography-Based Brain\u2013Computer Interface","display_name":"PlugSelect: Pruning Channels With Plug-and-Play Flexibility for Electroencephalography-Based Brain\u2013Computer Interface","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412722398","doi":"https://doi.org/10.1109/tim.2025.3593511"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3593511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3593511","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5101843636","display_name":"Xue Ming Yuan","orcid":"https://orcid.org/0000-0002-1655-0141"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Yuan","raw_affiliation_strings":["National Clinical Research Center for Geriatrics, West China Hospital, and the Med-X Center for Manufacturing, Sichuan University, Chengdu, Sichuan, China","National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0002-1655-0141","affiliations":[{"raw_affiliation_string":"National Clinical Research Center for Geriatrics, West China Hospital, and the Med-X Center for Manufacturing, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113911204","display_name":"Kelvin Shi","orcid":"https://orcid.org/0009-0000-9904-7295"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keren Shi","raw_affiliation_strings":["National Clinical Research Center for Geriatrics, West China Hospital, and the Med-X Center for Manufacturing, Sichuan University, Chengdu, Sichuan, China","National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0009-0000-9904-7295","affiliations":[{"raw_affiliation_string":"National Clinical Research Center for Geriatrics, West China Hospital, and the Med-X Center for Manufacturing, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052756710","display_name":"Ning Jiang","orcid":"https://orcid.org/0000-0003-1579-3114"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Jiang","raw_affiliation_strings":["National Clinical Research Center for Geriatrics, West China Hospital, and the Med-X Center for Manufacturing, Sichuan University, Chengdu, Sichuan, China","National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0003-1579-3114","affiliations":[{"raw_affiliation_string":"National Clinical Research Center for Geriatrics, West China Hospital, and the Med-X Center for Manufacturing, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101400986","display_name":"Jiayuan He","orcid":"https://orcid.org/0000-0001-9915-2108"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayuan He","raw_affiliation_strings":["National Clinical Research Center for Geriatrics, West China Hospital, and the Med-X Center for Manufacturing, Sichuan University, Chengdu, Sichuan, China","National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China"],"raw_orcid":"https://orcid.org/0000-0001-9915-2108","affiliations":[{"raw_affiliation_string":"National Clinical Research Center for Geriatrics, West China Hospital, and the Med-X Center for Manufacturing, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.067,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.7812039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"12"},"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":0.9914000034332275,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7959563732147217},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7655742168426514},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.6463762521743774},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.630241870880127},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5984739661216736},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5802456736564636},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5641228556632996},{"id":"https://openalex.org/keywords/plug-and-play","display_name":"Plug and play","score":0.4257330000400543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3577640652656555},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.21194517612457275},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09521088004112244},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09223660826683044},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0726039707660675}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7959563732147217},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7655742168426514},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.6463762521743774},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.630241870880127},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5984739661216736},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5802456736564636},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5641228556632996},{"id":"https://openalex.org/C2780070844","wikidata":"https://www.wikidata.org/wiki/Q857815","display_name":"Plug and play","level":2,"score":0.4257330000400543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3577640652656555},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.21194517612457275},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09521088004112244},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09223660826683044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0726039707660675},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3593511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3593511","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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":38,"referenced_works":["https://openalex.org/W1610928686","https://openalex.org/W1969878365","https://openalex.org/W2012478148","https://openalex.org/W2018368641","https://openalex.org/W2038120455","https://openalex.org/W2043583400","https://openalex.org/W2070565509","https://openalex.org/W2109858853","https://openalex.org/W2140413964","https://openalex.org/W2149925546","https://openalex.org/W2170317771","https://openalex.org/W2205067270","https://openalex.org/W2675639643","https://openalex.org/W2913846632","https://openalex.org/W2950767783","https://openalex.org/W2960585436","https://openalex.org/W3035824791","https://openalex.org/W3102856398","https://openalex.org/W4226182667","https://openalex.org/W4234326366","https://openalex.org/W4235692897","https://openalex.org/W4283068693","https://openalex.org/W4285140660","https://openalex.org/W4312597583","https://openalex.org/W4312832593","https://openalex.org/W4318815957","https://openalex.org/W4383960611","https://openalex.org/W4385697570","https://openalex.org/W4390968699","https://openalex.org/W4391878042","https://openalex.org/W4392903215","https://openalex.org/W4393183844","https://openalex.org/W4393252827","https://openalex.org/W4394596161","https://openalex.org/W4395052249","https://openalex.org/W4400094796","https://openalex.org/W4409057733","https://openalex.org/W6737947904"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W47352601","https://openalex.org/W3025520020","https://openalex.org/W2279095528","https://openalex.org/W2352394813","https://openalex.org/W2360042170","https://openalex.org/W2368465758","https://openalex.org/W2108894446","https://openalex.org/W4223592178"],"abstract_inverted_index":{"Automatic":[0],"minimization":[1],"and":[2,56,76,78,107,127],"optimization":[3],"of":[4,7,15,48,116,135,143],"the":[5,12,64,70,80,84,114,133,140],"number":[6,115],"electrodes":[8],"are":[9],"crucial":[10],"for":[11,93],"practical":[13,141],"application":[14,142],"electroencephalography":[16],"(EEG)-based":[17],"brain-computer":[18],"interface":[19],"(BCI).":[20],"Previous":[21],"methods":[22],"typically":[23],"require":[24],"additional":[25,53],"training":[26,54],"costs":[27,55],"or":[28],"rely":[29],"on":[30],"prior":[31],"knowledge":[32],"assumptions.":[33],"This":[34],"study":[35],"proposes":[36],"a":[37,45],"novel":[38],"channel":[39],"pruning":[40],"model,":[41],"PlugSelect,":[42],"applicable":[43],"across":[44],"broad":[46],"range":[47],"BCI":[49,95,144],"paradigms":[50],"with":[51],"no":[52],"offering":[57],"plug-and-play":[58],"functionality.":[59],"It":[60],"integrates":[61],"gradients":[62],"along":[63],"input":[65,74],"path":[66],"to":[67,82],"globally":[68],"infer":[69],"causal":[71],"relationships":[72],"between":[73],"channels":[75,117],"outputs,":[77],"ranks":[79],"contributions":[81],"identify":[83],"most":[85],"highly":[86],"attributed":[87],"channels.":[88],"The":[89,130],"results":[90,131],"showed":[91],"that":[92],"three":[94],"paradigms,":[96],"<italic":[97],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[98],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">i.e</i>.,":[99],"auditory":[100],"attention":[101],"decoding":[102,125],"(AAD),":[103],"motor":[104],"imagery":[105],"(MI),":[106],"affective":[108],"computation":[109],"(AC),":[110],"PlugSelect":[111],"could":[112],"reduce":[113],"by":[118],"at":[119],"least":[120],"half":[121],"while":[122],"effectively":[123],"maintaining":[124],"performance":[126],"improving":[128],"efficiency.":[129],"benefit":[132],"design":[134],"wearable":[136],"EEG-based":[137],"devices,":[138],"facilitating":[139],"technology.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
