{"id":"https://openalex.org/W1610928686","doi":"https://doi.org/10.1109/jproc.2015.2404941","title":"Signal Processing Approaches to Minimize or Suppress Calibration Time in Oscillatory Activity-Based Brain\u2013Computer Interfaces","display_name":"Signal Processing Approaches to Minimize or Suppress Calibration Time in Oscillatory Activity-Based Brain\u2013Computer Interfaces","publication_year":2015,"publication_date":"2015-05-18","ids":{"openalex":"https://openalex.org/W1610928686","doi":"https://doi.org/10.1109/jproc.2015.2404941","mag":"1610928686"},"language":"en","primary_location":{"id":"doi:10.1109/jproc.2015.2404941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jproc.2015.2404941","pdf_url":null,"source":{"id":"https://openalex.org/S68686220","display_name":"Proceedings of the IEEE","issn_l":"0018-9219","issn":["0018-9219","1558-2256"],"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":"Proceedings of the IEEE","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/A5043350807","display_name":"Fabien Lotte","orcid":"https://orcid.org/0000-0002-6888-9198"},"institutions":[{"id":"https://openalex.org/I4210131512","display_name":"Centre de Recherche Inria Bordeaux - Sud-Ouest","ror":"https://ror.org/03tjcj052","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210131512"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Fabien Lotte","raw_affiliation_strings":["Inria Bordeaux Sud-Ouest, Talence Cedex, France","Bordeaux Sud-Ouest, Talence, France"],"affiliations":[{"raw_affiliation_string":"Inria Bordeaux Sud-Ouest, Talence Cedex, France","institution_ids":["https://openalex.org/I4210131512"]},{"raw_affiliation_string":"Bordeaux Sud-Ouest, Talence, France","institution_ids":["https://openalex.org/I4210131512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5043350807"],"corresponding_institution_ids":["https://openalex.org/I4210131512"],"apc_list":null,"apc_paid":null,"fwci":9.0914,"has_fulltext":false,"cited_by_count":310,"citation_normalized_percentile":{"value":0.98480977,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"103","issue":"6","first_page":"871","last_page":"890"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9983000159263611,"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/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.926909327507019},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8213266134262085},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6710720062255859},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.6019996404647827},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5767212510108948},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5350253582000732},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5190185308456421},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5166066288948059},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5058295726776123},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06472811102867126}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.926909327507019},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8213266134262085},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6710720062255859},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.6019996404647827},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5767212510108948},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5350253582000732},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5190185308456421},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5166066288948059},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5058295726776123},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06472811102867126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jproc.2015.2404941","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jproc.2015.2404941","pdf_url":null,"source":{"id":"https://openalex.org/S68686220","display_name":"Proceedings of the IEEE","issn_l":"0018-9219","issn":["0018-9219","1558-2256"],"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":"Proceedings of the IEEE","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01159171v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-01159171","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the IEEE, 2015, 103 (6), pp.871-890","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":98,"referenced_works":["https://openalex.org/W19455908","https://openalex.org/W24651737","https://openalex.org/W52225737","https://openalex.org/W262970172","https://openalex.org/W611103097","https://openalex.org/W1493606939","https://openalex.org/W1542101711","https://openalex.org/W1551338108","https://openalex.org/W1562554760","https://openalex.org/W1810871564","https://openalex.org/W1874273707","https://openalex.org/W1969715890","https://openalex.org/W1969878365","https://openalex.org/W1970070014","https://openalex.org/W1973574316","https://openalex.org/W1974371581","https://openalex.org/W1977723296","https://openalex.org/W1977882209","https://openalex.org/W1987811832","https://openalex.org/W1988296307","https://openalex.org/W1988951376","https://openalex.org/W1995579827","https://openalex.org/W2001295445","https://openalex.org/W2015092473","https://openalex.org/W2015326241","https://openalex.org/W2017855408","https://openalex.org/W2018364998","https://openalex.org/W2022432668","https://openalex.org/W2026292399","https://openalex.org/W2034927741","https://openalex.org/W2040356073","https://openalex.org/W2044455804","https://openalex.org/W2046709760","https://openalex.org/W2056060218","https://openalex.org/W2056545070","https://openalex.org/W2062125287","https://openalex.org/W2067168593","https://openalex.org/W2068049759","https://openalex.org/W2068654413","https://openalex.org/W2068820076","https://openalex.org/W2071831775","https://openalex.org/W2075647286","https://openalex.org/W2085816058","https://openalex.org/W2086976486","https://openalex.org/W2088226487","https://openalex.org/W2090158744","https://openalex.org/W2093792557","https://openalex.org/W2096597330","https://openalex.org/W2097772463","https://openalex.org/W2097966127","https://openalex.org/W2099509424","https://openalex.org/W2103275652","https://openalex.org/W2105438329","https://openalex.org/W2107996658","https://openalex.org/W2112421596","https://openalex.org/W2113019943","https://openalex.org/W2124610677","https://openalex.org/W2126686521","https://openalex.org/W2127714370","https://openalex.org/W2128404967","https://openalex.org/W2129023315","https://openalex.org/W2133561518","https://openalex.org/W2134522855","https://openalex.org/W2135378997","https://openalex.org/W2136504847","https://openalex.org/W2137049752","https://openalex.org/W2138964882","https://openalex.org/W2140413964","https://openalex.org/W2141333870","https://openalex.org/W2143058310","https://openalex.org/W2147174595","https://openalex.org/W2152119085","https://openalex.org/W2152171700","https://openalex.org/W2155617375","https://openalex.org/W2158587720","https://openalex.org/W2161262171","https://openalex.org/W2165177179","https://openalex.org/W2165892205","https://openalex.org/W2168500935","https://openalex.org/W2170124654","https://openalex.org/W2222723867","https://openalex.org/W2272426067","https://openalex.org/W2498264865","https://openalex.org/W2913340405","https://openalex.org/W2914746235","https://openalex.org/W2951960623","https://openalex.org/W3020978940","https://openalex.org/W4298859724","https://openalex.org/W6600945804","https://openalex.org/W6602110588","https://openalex.org/W6619540400","https://openalex.org/W6632598342","https://openalex.org/W6633711746","https://openalex.org/W6638168152","https://openalex.org/W6672702071","https://openalex.org/W6676337802","https://openalex.org/W6688823637","https://openalex.org/W6843897118"],"related_works":["https://openalex.org/W3202969339","https://openalex.org/W4237513258","https://openalex.org/W1994410349","https://openalex.org/W3177028067","https://openalex.org/W1913385466","https://openalex.org/W2889342546","https://openalex.org/W2015048155","https://openalex.org/W4319302618","https://openalex.org/W1616854372","https://openalex.org/W1969223073"],"abstract_inverted_index":{"One":[0],"of":[1,5,134,178],"the":[2,34,41,51,109,119,135,176],"major":[3],"limitations":[4],"brain-computer":[6],"interfaces":[7],"(BCI)":[8],"is":[9],"their":[10,16],"long":[11,28],"calibration":[12,29,71,97,199],"time,":[13,72],"which":[14],"limits":[15],"use":[17],"in":[18,56,115],"practice,":[19],"both":[20,170],"by":[21,129],"patients":[22],"and":[23,38,84,132,153,165,172],"healthy":[24],"users":[25,180],"alike.":[26],"Such":[27],"times":[30],"are":[31,127],"due":[32],"to":[33,40,43,67,94,103,117,144,156,190,195],"large":[35],"between-user":[36],"variability":[37],"thus":[39],"need":[42],"collect":[44],"numerous":[45],"training":[46,120],"electroencephalography":[47],"(EEG)":[48],"trials":[49,107,112,126,137],"for":[50,160,201],"machine":[52],"learning":[53,83],"algorithms":[54],"used":[55],"BCI":[57,96,184],"design.":[58],"In":[59,99],"this":[60],"paper,":[61],"we":[62,101,163],"first":[63],"survey":[64],"existing":[65],"approaches":[66,74],"reduce":[68,95,196],"or":[69,197],"suppress":[70,198],"these":[73],"being":[75],"notably":[76],"based":[77],"on":[78,175],"regularization,":[79],"user-to-user":[80,158],"transfer,":[81],"semi-supervised":[82],"a":[85,150],"priori":[86],"physiological":[87],"information.":[88],"We":[89,139,147],"then":[90],"propose":[91,102,140,149],"new":[92,173],"tools":[93],"time.":[98],"particular,":[100],"generate":[104],"artificial":[105,124],"EEG":[106,111,125],"from":[108,181],"few":[110],"initially":[113],"available,":[114],"order":[116],"augment":[118],"set":[121],"size.":[122],"These":[123],"obtained":[128],"relevant":[130],"combinations":[131],"distortions":[133],"original":[136],"available.":[138],"three":[141,182],"different":[142,168,183],"methods":[143],"do":[145],"so.":[146],"also":[148],"new,":[151],"fast":[152],"simple":[154],"approach":[155],"perform":[157],"transfer":[159],"BCI.":[161,202],"Finally,":[162],"study":[164],"compare":[166],"offline":[167],"approaches,":[169],"old":[171],"ones,":[174],"data":[177,185],"50":[179],"sets.":[186],"This":[187],"enables":[188],"us":[189],"identify":[191],"guidelines":[192],"about":[193],"how":[194],"time":[200]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":42},{"year":2024,"cited_by_count":38},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":38},{"year":2021,"cited_by_count":31},{"year":2020,"cited_by_count":36},{"year":2019,"cited_by_count":28},{"year":2018,"cited_by_count":25},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}