{"id":"https://openalex.org/W3169336272","doi":"https://doi.org/10.1109/ner49283.2021.9441279","title":"Minimizing Subject-dependent Calibration for BCI with Riemannian Transfer Learning","display_name":"Minimizing Subject-dependent Calibration for BCI with Riemannian Transfer Learning","publication_year":2021,"publication_date":"2021-05-04","ids":{"openalex":"https://openalex.org/W3169336272","doi":"https://doi.org/10.1109/ner49283.2021.9441279","mag":"3169336272"},"language":"en","primary_location":{"id":"doi:10.1109/ner49283.2021.9441279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner49283.2021.9441279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2111.12071","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050425916","display_name":"Salim Khazem","orcid":"https://orcid.org/0000-0001-5958-6120"},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4390039377","display_name":"Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles","ror":"https://ror.org/01hcc6p91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039377"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Salim Khazem","raw_affiliation_strings":["LISV, Universit\u00e9 de Versailles Saint-Quentin, University Paris-Saclay, Saclay, France","UVSQ - Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines (55 avenue de Paris - 78035 Versailles cedex - France)","Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISV, Universit\u00e9 de Versailles Saint-Quentin, University Paris-Saclay, Saclay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I195731000"]},{"raw_affiliation_string":"UVSQ - Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines (55 avenue de Paris - 78035 Versailles cedex - France)","institution_ids":["https://openalex.org/I195731000"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)","institution_ids":["https://openalex.org/I4390039377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013121738","display_name":"Sylvain Chevallier","orcid":"https://orcid.org/0000-0003-3027-8241"},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4390039377","display_name":"Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles","ror":"https://ror.org/01hcc6p91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039377"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sylvain Chevallier","raw_affiliation_strings":["LISV, Universit\u00e9 de Versailles Saint-Quentin, University Paris-Saclay, Saclay, France","UVSQ - Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines (55 avenue de Paris - 78035 Versailles cedex - France)","Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISV, Universit\u00e9 de Versailles Saint-Quentin, University Paris-Saclay, Saclay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I195731000"]},{"raw_affiliation_string":"UVSQ - Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines (55 avenue de Paris - 78035 Versailles cedex - France)","institution_ids":["https://openalex.org/I195731000"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)","institution_ids":["https://openalex.org/I4390039377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078639186","display_name":"Quentin Barth\u00e9lemy","orcid":"https://orcid.org/0000-0002-7059-6028"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quentin Barthelemy","raw_affiliation_strings":["Foxstream, Vaulx-en-Velin, France","Foxstream (6 rue du Dauphin\u00e9\r\n69120 Vaulx-en-Velin\r\nFRANCE - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foxstream, Vaulx-en-Velin, France","institution_ids":[]},{"raw_affiliation_string":"Foxstream (6 rue du Dauphin\u00e9\r\n69120 Vaulx-en-Velin\r\nFRANCE - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033172385","display_name":"Karim Haroun","orcid":"https://orcid.org/0009-0000-6972-6019"},"institutions":[{"id":"https://openalex.org/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4390039377","display_name":"Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles","ror":"https://ror.org/01hcc6p91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4390039377"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Karim Haroun","raw_affiliation_strings":["LISV, Universit\u00e9 de Versailles Saint-Quentin, University Paris-Saclay, Saclay, France","LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)","UVSQ - Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines (55 avenue de Paris - 78035 Versailles cedex - France)","Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISV, Universit\u00e9 de Versailles Saint-Quentin, University Paris-Saclay, Saclay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I195731000"]},{"raw_affiliation_string":"LISV - Laboratoire d'Ing\u00e9nierie des Syst\u00e8mes de Versailles (B\u00e2timent Boucher\r\nP\u00f4le scientifique et technologique de V\u00e9lizy\r\n10-12 avenue de l'Europe\r\n78140 V\u00e9lizy\r\nT\u00e9l. : 01 39 25 49 65 - France)","institution_ids":["https://openalex.org/I4390039377"]},{"raw_affiliation_string":"UVSQ - Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines (55 avenue de Paris - 78035 Versailles cedex - France)","institution_ids":["https://openalex.org/I195731000"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay (B\u00e2timent Br\u00e9guet, 3 Rue Joliot Curie 2e \u00e9t, 91190 Gif-sur-Yvette - France)","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112736266","display_name":"Camille No\u00fbs","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Camille Nous","raw_affiliation_strings":["Cogitamus, CNRS, France","Laboratoire Cogitamus (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cogitamus, CNRS, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Laboratoire Cogitamus (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9523,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71896223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"523","last_page":"526"},"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":0.9958999752998352,"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":0.9955999851226807,"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":0.9278296828269958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.784356951713562},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6569817662239075},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.649286150932312},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5705234408378601},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5487426519393921},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5427863597869873},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5021822452545166},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.44933435320854187},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.2357686161994934}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.9278296828269958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.784356951713562},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6569817662239075},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.649286150932312},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5705234408378601},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5487426519393921},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5427863597869873},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5021822452545166},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.44933435320854187},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.2357686161994934},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ner49283.2021.9441279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner49283.2021.9441279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2111.12071","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.12071","pdf_url":"https://arxiv.org/pdf/2111.12071","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-03202360v1","is_oa":true,"landing_page_url":"https://uvsq.hal.science/hal-03202360","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NER (Neural engineering), May 2021, Rome (virtual), Italy. pp.523-526, ⟨10.1109/NER49283.2021.9441279⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2111.12071","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.12071","pdf_url":"https://arxiv.org/pdf/2111.12071","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5899999737739563,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1653844963","https://openalex.org/W2047539745","https://openalex.org/W2119163516","https://openalex.org/W2121718139","https://openalex.org/W2133565549","https://openalex.org/W2135400163","https://openalex.org/W2168765820","https://openalex.org/W2338492816","https://openalex.org/W2365862230","https://openalex.org/W2519661665","https://openalex.org/W2549437649","https://openalex.org/W2602279467","https://openalex.org/W2789184365","https://openalex.org/W2794345050","https://openalex.org/W2804957865","https://openalex.org/W2887397374","https://openalex.org/W2887849539","https://openalex.org/W2902297607","https://openalex.org/W2906104384","https://openalex.org/W2945664631","https://openalex.org/W3104324110","https://openalex.org/W6678383149","https://openalex.org/W6754071804"],"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":{"Calibration":[0],"is":[1,40,88],"still":[2],"an":[3],"important":[4],"issue":[5],"for":[6,116],"user":[7],"experience":[8],"in":[9,163],"Brain-Computer":[10],"Interfaces":[11],"(BCI).":[12],"Common":[13],"experimental":[14],"designs":[15],"often":[16],"involve":[17],"a":[18,59,66,91,111],"lengthy":[19],"training":[20],"period":[21],"that":[22,94,149],"raises":[23],"the":[24,32,76,104,129,136,139,142,145,150,166,171],"cognitive":[25],"fatigue,":[26],"before":[27],"even":[28],"starting":[29],"to":[30,64,74,89,134,168,180],"use":[31],"BCI.":[33],"Reducing":[34],"or":[35],"suppressing":[36],"this":[37,86,107],"subject-dependent":[38],"calibration":[39,77],"possible":[41],"by":[42],"relying":[43],"on":[44,54,68,98,113,128,156],"advanced":[45],"machine":[46],"learning":[47,184],"techniques,":[48],"such":[49],"as":[50],"transfer":[51,183],"learning.":[52],"Building":[53],"Riemannian":[55],"BCI,":[56],"we":[57,109],"present":[58],"simple":[60],"and":[61,125,141,162],"effective":[62],"scheme":[63],"train":[65],"classifier":[67,172],"data":[69],"recorded":[70],"from":[71],"different":[72,100],"subjects,":[73],"reduce":[75],"while":[78],"preserving":[79],"good":[80],"performances.":[81],"The":[82],"main":[83],"novelty":[84],"of":[85,106,138,159,165],"paper":[87],"propose":[90],"unique":[92],"approach":[93,152],"could":[95,153],"be":[96,154],"applied":[97,155],"very":[99],"paradigms.":[101],"To":[102],"demonstrate":[103],"robustness":[105],"approach,":[108],"conducted":[110],"meta-analysis":[112],"multiple":[114],"datasets":[115],"three":[117],"BCI":[118,160],"paradigms:":[119],"motor":[120],"imagery,":[121],"event-related":[122],"potentials":[123],"(P300)":[124],"SSVEP.":[126],"Relying":[127],"MOABB":[130],"open":[131],"source":[132],"framework":[133],"ensure":[135],"reproducibility":[137],"experiments":[140],"statistical":[143],"analysis,":[144],"results":[146],"clearly":[147],"show":[148],"proposed":[151],"any":[157],"kind":[158],"paradigm":[161],"most":[164],"cases":[167],"significantly":[169],"improve":[170,182],"reliability.":[173],"We":[174],"point":[175],"out":[176],"some":[177],"key":[178],"features":[179],"further":[181],"methods.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}