{"id":"https://openalex.org/W2026070523","doi":"https://doi.org/10.1109/embc.2014.6943826","title":"Subject-oriented training for motor imagery brain-computer interfaces","display_name":"Subject-oriented training for motor imagery brain-computer interfaces","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2026070523","doi":"https://doi.org/10.1109/embc.2014.6943826","mag":"2026070523","pmid":"https://pubmed.ncbi.nlm.nih.gov/25570194"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2014.6943826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6943826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/200202","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080036634","display_name":"Serafeim Perdikis","orcid":"https://orcid.org/0000-0003-2033-2486"},"institutions":[{"id":"https://openalex.org/I4210128676","display_name":"Human Computer Interaction (Switzerland)","ror":"https://ror.org/036dv6j71","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210128676"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Serafeim Perdikis","raw_affiliation_strings":["Chair in Non-Invasive Brain-Machine Interface, School of Engineering, Lausanne, Switzerland","Chair in Non-Invasive Brain-Machine Interface, Center for Neuroprosthetics, School of Engineering, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Station 11, 1015 Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Chair in Non-Invasive Brain-Machine Interface, School of Engineering, Lausanne, Switzerland","institution_ids":["https://openalex.org/I4210128676"]},{"raw_affiliation_string":"Chair in Non-Invasive Brain-Machine Interface, Center for Neuroprosthetics, School of Engineering, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Station 11, 1015 Lausanne, Switzerland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111687619","display_name":"R. Leeb","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128676","display_name":"Human Computer Interaction (Switzerland)","ror":"https://ror.org/036dv6j71","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210128676"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Robet Leeb","raw_affiliation_strings":["Chair in Non-Invasive Brain-Machine Interface, School of Engineering, Lausanne, Switzerland","Chair in Non-Invasive Brain-Machine Interface, Center for Neuroprosthetics, School of Engineering, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Station 11, 1015 Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Chair in Non-Invasive Brain-Machine Interface, School of Engineering, Lausanne, Switzerland","institution_ids":["https://openalex.org/I4210128676"]},{"raw_affiliation_string":"Chair in Non-Invasive Brain-Machine Interface, Center for Neuroprosthetics, School of Engineering, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Station 11, 1015 Lausanne, Switzerland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050363894","display_name":"Jos\u00e9 del R. Mill\u00e1n","orcid":"https://orcid.org/0000-0001-5819-1522"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jose Del R Millan","raw_affiliation_strings":["Ecole Polytechnique Federale de Lausanne, Lausanne, VD, CH","Chair in Non-Invasive Brain-Machine Interface, Center for Neuroprosthetics, School of Engineering, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Station 11, 1015 Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"Ecole Polytechnique Federale de Lausanne, Lausanne, VD, CH","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Chair in Non-Invasive Brain-Machine Interface, Center for Neuroprosthetics, School of Engineering, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Station 11, 1015 Lausanne, Switzerland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080036634"],"corresponding_institution_ids":["https://openalex.org/I4210128676"],"apc_list":null,"apc_paid":null,"fwci":0.7842,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.70310695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2014","issue":null,"first_page":"1259","last_page":"1262"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9948999881744385,"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":0.9833906888961792},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.7689509987831116},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7649670839309692},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6315532922744751},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5565683245658875},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.46382132172584534},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4606502056121826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38983550667762756},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.3814290463924408},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12477320432662964}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9833906888961792},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7689509987831116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7649670839309692},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6315532922744751},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5565683245658875},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.46382132172584534},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4606502056121826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38983550667762756},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.3814290463924408},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12477320432662964},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009043","descriptor_name":"Motor Activity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009043","descriptor_name":"Motor Activity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009043","descriptor_name":"Motor Activity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019018","descriptor_name":"Imagery, Psychotherapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019018","descriptor_name":"Imagery, Psychotherapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019018","descriptor_name":"Imagery, Psychotherapy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062207","descriptor_name":"Brain-Computer Interfaces","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/embc.2014.6943826","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6943826","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:25570194","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25570194","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:infoscience.epfl.ch:200202","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/200202","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":"","raw_type":"Text"},{"id":"pmh:oai:infoscience.epfl.ch:208708","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/208708","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:200202","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/200202","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1974371581","https://openalex.org/W1977448660","https://openalex.org/W1999296691","https://openalex.org/W2030729605","https://openalex.org/W2041078369","https://openalex.org/W2093534731","https://openalex.org/W2106006415","https://openalex.org/W2116308679","https://openalex.org/W2126686521","https://openalex.org/W2149690083","https://openalex.org/W2163756472","https://openalex.org/W2172103792"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2887556756","https://openalex.org/W2947925238","https://openalex.org/W195417223","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W2510077457","https://openalex.org/W3045772920","https://openalex.org/W2047816336"],"abstract_inverted_index":{"Successful":[0],"operation":[1],"of":[2,38,59,67,92,106,114],"motor":[3],"imagery":[4],"(MI)-based":[5],"brain-computer":[6],"interfaces":[7],"(BCI)":[8],"requires":[9],"mutual":[10],"adaptation":[11],"between":[12,62],"the":[13,17,35,50,56,60,63,68,79,103],"human":[14],"subject":[15],"and":[16,55,100],"BCI.":[18],"Traditional":[19],"training":[20,47],"methods,":[21],"as":[22,24],"well":[23],"more":[25],"recent":[26],"ones":[27],"based":[28],"on":[29,34,52],"co-adaptation,":[30],"have":[31],"mainly":[32],"focused":[33],"machine-learning":[36],"aspects":[37],"BCI":[39,69,95,104,109],"training.":[40],"This":[41],"work":[42],"presents":[43],"a":[44,93,97],"novel":[45],"co-adaptive":[46],"protocol":[48],"shifting":[49],"focus":[51],"subject-related":[53],"performances":[54,105],"optimal":[57],"accommodation":[58],"interactions":[61],"two":[64],"learning":[65],"agents":[66],"loop.":[70],"Preliminary":[71],"results":[72],"with":[73],"8":[74],"able-bodied":[75],"individuals":[76],"demonstrate":[77],"that":[78],"proposed":[80],"method":[81],"has":[82],"been":[83],"able":[84],"to":[85,101],"bring":[86],"3":[87,107],"naive":[88],"users":[89,110],"into":[90],"control":[91],"MI":[94],"within":[96],"few":[98],"runs":[99],"improve":[102],"experienced":[108],"by":[111],"an":[112],"average":[113],"0.36":[115],"bits/sec.":[116]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
