{"id":"https://openalex.org/W2115260237","doi":"https://doi.org/10.1162/neco_a_00592","title":"Adaptive Multiclass Classification for Brain Computer Interfaces","display_name":"Adaptive Multiclass Classification for Brain Computer Interfaces","publication_year":2014,"publication_date":"2014-03-31","ids":{"openalex":"https://openalex.org/W2115260237","doi":"https://doi.org/10.1162/neco_a_00592","mag":"2115260237","pmid":"https://pubmed.ncbi.nlm.nih.gov/24684452"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_00592","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00592","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"letter","indexed_in":["crossref","pubmed"],"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/A5065327084","display_name":"Alberto Llera","orcid":"https://orcid.org/0000-0002-8358-8625"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"A. Llera","raw_affiliation_strings":["Radboud University and Donders Institute for Brain, Cognition and Behaviour, Nijmegen 6525 EZ, Netherlands"],"affiliations":[{"raw_affiliation_string":"Radboud University and Donders Institute for Brain, Cognition and Behaviour, Nijmegen 6525 EZ, Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053716315","display_name":"Vicen\u00e7 G\u00f3mez","orcid":"https://orcid.org/0000-0001-5146-7645"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"V. G\u00f3mez","raw_affiliation_strings":["Radboud University and Donders Institute for Brain, Cognition and Behaviour, Nijmegen 6525 EZ, Netherlands"],"affiliations":[{"raw_affiliation_string":"Radboud University and Donders Institute for Brain, Cognition and Behaviour, Nijmegen 6525 EZ, Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050819882","display_name":"Hilbert J. Kappen","orcid":"https://orcid.org/0000-0002-5728-3676"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"H. J. Kappen","raw_affiliation_strings":["Radboud University and Donders Institute for Brain, Cognition and Behaviour, Nijmegen 6525 EZ, Netherlands"],"affiliations":[{"raw_affiliation_string":"Radboud University and Donders Institute for Brain, Cognition and Behaviour, Nijmegen 6525 EZ, Netherlands","institution_ids":["https://openalex.org/I145872427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065327084"],"corresponding_institution_ids":["https://openalex.org/I145872427"],"apc_list":null,"apc_paid":null,"fwci":2.039,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.86352548,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"26","issue":"6","first_page":"1108","last_page":"1127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","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"}}],"keywords":[{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.8588063716888428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6223217248916626},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5903136134147644},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5786032676696777},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5538804531097412},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5474092364311218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5373654961585999},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.5238199830055237},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.49785494804382324},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4878063499927521},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.4484923183917999},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44657886028289795},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43831297755241394},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.41880857944488525},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4167459011077881},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3443928360939026},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.23592659831047058},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2145915925502777},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.12391379475593567}],"concepts":[{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.8588063716888428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6223217248916626},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5903136134147644},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5786032676696777},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5538804531097412},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5474092364311218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5373654961585999},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.5238199830055237},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.49785494804382324},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4878063499927521},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.4484923183917999},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44657886028289795},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43831297755241394},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.41880857944488525},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4167459011077881},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3443928360939026},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.23592659831047058},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2145915925502777},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.12391379475593567},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"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":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","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":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016002","descriptor_name":"Discriminant Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":6,"locations":[{"id":"doi:10.1162/neco_a_00592","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00592","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:24684452","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24684452","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":"Neural computation","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.589.8154","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.589.8154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mbfys.ru.nl/staff/v.gomez/LleGoKa2014_NC.pdf","raw_type":"text"},{"id":"pmh:oai:repository.ubn.ru.nl:2066/128094","is_oa":false,"landing_page_url":"http://repository.ubn.ru.nl/handle/2066/128094","pdf_url":null,"source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article / Letter to editor"},{"id":"pmh:ru:oai:repository.ubn.ru.nl:2066/128094","is_oa":false,"landing_page_url":"http://hdl.handle.net/2066/128094","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Computation, 26, 1108 - 1127","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:ru:oai:repository.ubn.ru.nl:2066/135902","is_oa":false,"landing_page_url":"http://hdl.handle.net/2066/135902","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Computation, 26, 1108 - 27","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W194536078","https://openalex.org/W202855508","https://openalex.org/W1565212980","https://openalex.org/W1565746575","https://openalex.org/W1607198972","https://openalex.org/W1663973292","https://openalex.org/W1707870936","https://openalex.org/W1947363732","https://openalex.org/W1965769973","https://openalex.org/W1966110718","https://openalex.org/W1968107503","https://openalex.org/W1969878365","https://openalex.org/W2001619934","https://openalex.org/W2011604307","https://openalex.org/W2023869733","https://openalex.org/W2032236594","https://openalex.org/W2045749126","https://openalex.org/W2068654413","https://openalex.org/W2068787860","https://openalex.org/W2078087619","https://openalex.org/W2096597330","https://openalex.org/W2099509424","https://openalex.org/W2102757742","https://openalex.org/W2106006415","https://openalex.org/W2108078101","https://openalex.org/W2109409043","https://openalex.org/W2111208616","https://openalex.org/W2118443009","https://openalex.org/W2125992711","https://openalex.org/W2126686521","https://openalex.org/W2126761123","https://openalex.org/W2140372133","https://openalex.org/W2143559846","https://openalex.org/W2144917736","https://openalex.org/W2145673887","https://openalex.org/W2148694408","https://openalex.org/W2151669316","https://openalex.org/W2152171700","https://openalex.org/W2154777661","https://openalex.org/W2155096749","https://openalex.org/W2155825908","https://openalex.org/W2157250274","https://openalex.org/W2162800060","https://openalex.org/W2164497299","https://openalex.org/W2165177179","https://openalex.org/W2400016748","https://openalex.org/W2496323672","https://openalex.org/W2612972698","https://openalex.org/W2906325785","https://openalex.org/W2911546748","https://openalex.org/W3007217963","https://openalex.org/W3140968660","https://openalex.org/W3151402174","https://openalex.org/W3157397381","https://openalex.org/W4246845213","https://openalex.org/W6629510986"],"related_works":["https://openalex.org/W4376528628","https://openalex.org/W2470590370","https://openalex.org/W1537592868","https://openalex.org/W2215801697","https://openalex.org/W3207192536","https://openalex.org/W2910954186","https://openalex.org/W4281721362","https://openalex.org/W1748436461","https://openalex.org/W2322862995","https://openalex.org/W3093482772"],"abstract_inverted_index":{"We":[0],"consider":[1],"the":[2,13,27,41],"problem":[3],"of":[4,15,26],"multiclass":[5,16,24,73],"adaptive":[6,76],"classification":[7],"for":[8,40],"brain-computer":[9],"interfaces":[10],"and":[11,37,51,75],"propose":[12],"use":[14],"pooled":[17],"mean":[18],"linear":[19],"discriminant":[20],"analysis":[21],"(MPMLDA),":[22],"a":[23,62],"generalization":[25],"adaptation":[28],"rule":[29],"introduced":[30],"by":[31],"Vidaurre,":[32],"Kawanabe,":[33],"von":[34],"B\u00fcnau,":[35],"Blankertz,":[36],"M\u00fcller":[38],"(2010)":[39],"binary":[42],"class":[43],"setting.":[44],"Using":[45],"publicly":[46],"available":[47],"EEG":[48],"data":[49,86],"sets":[50],"tangent":[52],"space":[53],"mapping":[54],"(Barachant,":[55],"Bonnet,":[56],"Congedo,":[57],"&":[58],"Jutten,":[59],"2012)":[60],"as":[61],"feature":[63],"extractor,":[64],"we":[65],"demonstrate":[66],"that":[67],"MPMLDA":[68],"can":[69,82],"significantly":[70],"outperform":[71],"state-of-the-art":[72],"static":[74],"methods.":[77],"Furthermore,":[78],"efficient":[79],"learning":[80],"rates":[81],"be":[83],"achieved":[84],"using":[85],"from":[87],"different":[88],"subjects.":[89]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
