{"id":"https://openalex.org/W2100198573","doi":"https://doi.org/10.1109/ccmb.2011.5952105","title":"Comparative study of band-power extraction techniques for Motor Imagery classification","display_name":"Comparative study of band-power extraction techniques for Motor Imagery classification","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2100198573","doi":"https://doi.org/10.1109/ccmb.2011.5952105","mag":"2100198573"},"language":"en","primary_location":{"id":"doi:10.1109/ccmb.2011.5952105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccmb.2011.5952105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/inria-00609161","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035865170","display_name":"Nicolas Brodu","orcid":"https://orcid.org/0000-0001-7364-8850"},"institutions":[{"id":"https://openalex.org/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Brodu","raw_affiliation_strings":["LTSI, University of Rennes I, Rennes, France","LTSI, University of Rennes 1, Campus de Beaulieu, B\u00e2t 22, 35042 Rennes Cedex - France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LTSI, University of Rennes I, Rennes, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"LTSI, University of Rennes 1, Campus de Beaulieu, B\u00e2t 22, 35042 Rennes Cedex - France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043350807","display_name":"Fabien Lotte","orcid":"https://orcid.org/0000-0002-6888-9198"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Fabien Lotte","raw_affiliation_strings":["Institute for Infocomm Research (I2R), Signal Processing Department, Brain-Computer Interface Laboratory, Singapore","Institute for Infocomm Research (I2R), Signal Processing Department, Brain-Computer Interface Laboratory, 1 Fusionopolis way, 138632, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Signal Processing Department, Brain-Computer Interface Laboratory, Singapore","institution_ids":["https://openalex.org/I3005327000"]},{"raw_affiliation_string":"Institute for Infocomm Research (I2R), Signal Processing Department, Brain-Computer Interface Laboratory, 1 Fusionopolis way, 138632, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090150936","display_name":"Anatole L\u00e9cuyer","orcid":"https://orcid.org/0000-0002-1409-244X"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anatole Lecuyer","raw_affiliation_strings":["INRIA, Rennes, France","INRIA, Campus de Beaulieu, Avenue du G\u00e9n\u00e9ral Leclerc, 35042 Rennes Cedex - France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA, Rennes, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"raw_affiliation_string":"INRIA, Campus de Beaulieu, Avenue du G\u00e9n\u00e9ral Leclerc, 35042 Rennes Cedex - France","institution_ids":["https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.6318,"has_fulltext":false,"cited_by_count":95,"citation_normalized_percentile":{"value":0.96848138,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9954000115394592,"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":0.9933000206947327,"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/motor-imagery","display_name":"Motor imagery","score":0.7938027381896973},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7333069443702698},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7320281863212585},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6595863103866577},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5876838564872742},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5436245203018188},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5260807275772095},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.519140899181366},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5115662217140198},{"id":"https://openalex.org/keywords/morlet-wavelet","display_name":"Morlet wavelet","score":0.5034179091453552},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4685709476470947},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.45944297313690186},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.42734819650650024},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34362518787384033},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.30264484882354736},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.18200445175170898}],"concepts":[{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7938027381896973},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7333069443702698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7320281863212585},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6595863103866577},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5876838564872742},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5436245203018188},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5260807275772095},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.519140899181366},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5115662217140198},{"id":"https://openalex.org/C2778280487","wikidata":"https://www.wikidata.org/wiki/Q3505077","display_name":"Morlet wavelet","level":5,"score":0.5034179091453552},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4685709476470947},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.45944297313690186},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.42734819650650024},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34362518787384033},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.30264484882354736},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.18200445175170898},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/ccmb.2011.5952105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccmb.2011.5952105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.232.6159","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.232.6159","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hal.inria.fr/docs/00/60/91/61/PDF/bci_powcomp_final.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.306.8540","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.306.8540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.rennes.inria.fr/Anatole.Lecuyer/SSCI_brodu11.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:inria-00609161v1","is_oa":true,"landing_page_url":"https://inria.hal.science/inria-00609161","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":"IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (SSCI'2011 CCMB), Apr 2011, Paris, France. pp.1-6, &#x27E8;10.1109/CCMB.2011.5952105&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/198073","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/198073","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I15057530","host_organization_name":"Universit\u00e9 de Bordeaux","host_organization_lineage":["https://openalex.org/I15057530"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (SSCI'2011 CCMB)","raw_type":"Communication dans un congr\u00e8s"}],"best_oa_location":{"id":"pmh:oai:HAL:inria-00609161v1","is_oa":true,"landing_page_url":"https://inria.hal.science/inria-00609161","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":"IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (SSCI'2011 CCMB), Apr 2011, Paris, France. pp.1-6, &#x27E8;10.1109/CCMB.2011.5952105&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2047170442","https://openalex.org/W2049166497","https://openalex.org/W2068820076","https://openalex.org/W2075647286","https://openalex.org/W2101629643","https://openalex.org/W2109100179","https://openalex.org/W2128404967","https://openalex.org/W2131302646","https://openalex.org/W2133651939","https://openalex.org/W2140413964","https://openalex.org/W2145947508","https://openalex.org/W2148290512","https://openalex.org/W2149857318","https://openalex.org/W2153912116","https://openalex.org/W2171872429"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2887556756","https://openalex.org/W2947925238","https://openalex.org/W195417223","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W3045772920","https://openalex.org/W2510077457","https://openalex.org/W2047816336","https://openalex.org/W2944296668"],"abstract_inverted_index":{"We":[0],"review":[1],"different":[2],"techniques":[3],"for":[4,34,60,74,79],"extracting":[5,35,75],"the":[6,14,36,61,76,84,91,96],"power":[7,37,62,77],"information":[8,78],"contained":[9],"in":[10,13],"frequency":[11],"bands":[12],"context":[15],"of":[16,54,86],"electroencephalography":[17],"(EEG)":[18],"based":[19],"Brain-Computer":[20],"Interfaces":[21],"(BCI).":[22],"In":[23],"this":[24],"domain":[25],"it":[26],"is":[27],"common":[28],"to":[29],"apply":[30],"only":[31],"one":[32,48,70],"algorithm":[33,71],"information.":[38],"However":[39],"previous":[40],"work":[41],"and":[42],"our":[43],"current":[44],"study":[45],"confirm":[46],"that":[47,67],"may":[49],"indeed":[50],"expect":[51],"varying":[52],"degrees":[53],"success":[55],"by":[56,101],"choosing":[57],"inadequate":[58],"algorithms":[59],"extraction.":[63],"Our":[64],"results":[65],"suggest":[66],"on":[68,90],"average":[69],"seems":[72],"superior":[73],"Motor":[80],"Imagery":[81],"tasks":[82],":":[83],"application":[85],"a":[87],"Morlet":[88],"wavelet":[89],"raw":[92],"EEG":[93],"signals,":[94],"with":[95],"time-frequency":[97],"resolution":[98],"tradeoff":[99],"selected":[100],"cross-validation.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":4}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
