{"id":"https://openalex.org/W3091088015","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207486","title":"EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband","display_name":"EEG-based brain-computer interface for alpha speed control of a small robot using the MUSE headband","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3091088015","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207486","mag":"3091088015"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9207486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044194890","display_name":"C\u00e9dric Simar","orcid":"https://orcid.org/0000-0002-6412-4163"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Cedric Simar","raw_affiliation_strings":["Machine Learning Group, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Learning Group, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053200344","display_name":"Mathieu Petieau","orcid":null},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Mathieu Petieau","raw_affiliation_strings":["LNMB, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LNMB, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103624585","display_name":"Anita Cebolla","orcid":null},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Anita Cebolla","raw_affiliation_strings":["LNMB, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LNMB, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091220900","display_name":"Axelle Leroy","orcid":null},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Axelle Leroy","raw_affiliation_strings":["LNMB, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LNMB, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072869049","display_name":"Gianluca Bontempi","orcid":"https://orcid.org/0000-0001-8621-316X"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gianluca Bontempi","raw_affiliation_strings":["Machine Learning Group, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Learning Group, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique","institution_ids":["https://openalex.org/I132053463"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063406085","display_name":"Guy Ch\u00e9ron","orcid":"https://orcid.org/0000-0003-0734-583X"},"institutions":[{"id":"https://openalex.org/I132053463","display_name":"Universit\u00e9 Libre de Bruxelles","ror":"https://ror.org/01r9htc13","country_code":"BE","type":"education","lineage":["https://openalex.org/I132053463"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Guy Cheron","raw_affiliation_strings":["LNMB, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LNMB, Universit\u00e9 Libre de Bruxelles, Bruxelles, Belgique","institution_ids":["https://openalex.org/I132053463"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I132053463"],"apc_list":null,"apc_paid":null,"fwci":1.097,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74270665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9887999892234802,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9886000156402588,"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/electroencephalography","display_name":"Electroencephalography","score":0.7614288330078125},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.7433754205703735},{"id":"https://openalex.org/keywords/alpha","display_name":"Alpha (finance)","score":0.6497913002967834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6215094923973083},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5621220469474792},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.5591301918029785},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47602492570877075},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34816840291023254},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2934054732322693},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2825332283973694},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12292885780334473},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.07044228911399841}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7614288330078125},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.7433754205703735},{"id":"https://openalex.org/C64943373","wikidata":"https://www.wikidata.org/wiki/Q2651003","display_name":"Alpha (finance)","level":4,"score":0.6497913002967834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6215094923973083},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5621220469474792},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.5591301918029785},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47602492570877075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34816840291023254},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2934054732322693},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2825332283973694},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12292885780334473},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.07044228911399841},{"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/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"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/C49453240","wikidata":"https://www.wikidata.org/wiki/Q1592163","display_name":"Construct validity","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9207486","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207486","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:dipot.ulb.ac.be:2013/315071","is_oa":false,"landing_page_url":"http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/315071","pdf_url":null,"source":{"id":"https://openalex.org/S4306401063","display_name":"D\u00e9p\u00f4t institutionnel de l'Universit\u00e9 libre de Bruxelles (Universit\u00e9 Libre de Bruxelles)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I132053463","host_organization_name":"Universit\u00e9 Libre de Bruxelles","host_organization_lineage":["https://openalex.org/I132053463"],"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":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1525673965","https://openalex.org/W1605201113","https://openalex.org/W1975994995","https://openalex.org/W1976017151","https://openalex.org/W1985499675","https://openalex.org/W1986576339","https://openalex.org/W2011953516","https://openalex.org/W2028344003","https://openalex.org/W2034314640","https://openalex.org/W2106822551","https://openalex.org/W2114660896","https://openalex.org/W2557266798","https://openalex.org/W2605086659","https://openalex.org/W2886585373","https://openalex.org/W2905147013","https://openalex.org/W2913125551","https://openalex.org/W2916033447","https://openalex.org/W2923021633"],"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":{"Non-invasive":[0],"BMI":[1],"applications":[2],"are":[3],"increasingly":[4],"used":[5],"in":[6,72],"different":[7,73],"contexts":[8],"ranging":[9],"from":[10],"industrial,":[11],"clinical":[12],"and":[13,30,78,83,117],"gaming.":[14],"After":[15],"having":[16],"tested":[17],"the":[18,31,37,41,44,53,60,69,81,96,110,113,119,124,128],"difference":[19],"between":[20],"a":[21,47,90,103],"classical":[22],"EEG":[23,33],"recorder":[24],"with":[25],"electroconductive":[26],"gel":[27],"(ANT":[28],"system)":[29],"MUSE":[32],"headband,":[34],"we":[35,88],"studied":[36],"BCI":[38,97],"performances":[39],"of":[40,46,112,127],"later":[42],"during":[43],"control":[45,59,126],"small":[48],"robot.":[49,129],"We":[50],"demonstrated":[51,94],"that":[52,95],"participants":[54],"were":[55,99],"able":[56],"to":[57,102,118],"successfully":[58],"robot":[61],"using":[62],"an":[63],"online":[64],"brain-computer":[65],"interface":[66],"based":[67],"on":[68],"signal":[70],"power":[71,107,121],"frequency":[74],"bands":[75],"(delta,":[76],"theta":[77,106],"alpha)":[79],"characterizing":[80],"eyes-opened":[82],"relaxed":[84],"eyes-closed":[85],"states.":[86],"Additionally,":[87],"performed":[89],"correlation":[91],"analysis":[92],"which":[93],"commands":[98],"more":[100],"related":[101],"delta":[104],"or":[105],"decrease":[108],"for":[109,123],"determination":[111],"classifier":[114],"output":[115],"probability":[116],"alpha":[120],"increase":[122],"speed":[125]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
