{"id":"https://openalex.org/W2207846218","doi":"https://doi.org/10.1109/eusipco.2015.7362883","title":"Tackling noise, artifacts and nonstationarity in BCI with robust divergences","display_name":"Tackling noise, artifacts and nonstationarity in BCI with robust divergences","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2207846218","doi":"https://doi.org/10.1109/eusipco.2015.7362883","mag":"2207846218"},"language":"en","primary_location":{"id":"doi:10.1109/eusipco.2015.7362883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eusipco.2015.7362883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23rd European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},"type":"article","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/A5026451495","display_name":"Wojciech Samek","orcid":"https://orcid.org/0000-0002-6283-3265"},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Wojciech Samek","raw_affiliation_strings":["Fraunhofer Heinrich Hertz Institute, Machine Learning Group, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Heinrich Hertz Institute, Machine Learning Group, Berlin, Germany","institution_ids":["https://openalex.org/I2800274787"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107838719","display_name":"Klaus\u2010Robert M\u00fcller","orcid":null},"institutions":[{"id":"https://openalex.org/I2800274787","display_name":"Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute","ror":"https://ror.org/02tbr6331","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800274787","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus-Robert Muller","raw_affiliation_strings":["Fraunhofer Heinrich Hertz Institute, Machine Learning Group, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Heinrich Hertz Institute, Machine Learning Group, Berlin, Germany","institution_ids":["https://openalex.org/I2800274787"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026451495"],"corresponding_institution_ids":["https://openalex.org/I2800274787"],"apc_list":null,"apc_paid":null,"fwci":0.3226,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.60431029,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"26","issue":null,"first_page":"2741","last_page":"2745"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9983999729156494,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9948999881744385,"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/robustness","display_name":"Robustness (evolution)","score":0.8425388336181641},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6948232650756836},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6506062150001526},{"id":"https://openalex.org/keywords/interfacing","display_name":"Interfacing","score":0.6279839277267456},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.5533621907234192},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49721530079841614},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.46147748827934265},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4494672119617462},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3975418210029602},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32606226205825806},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.1270124316215515}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8425388336181641},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6948232650756836},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6506062150001526},{"id":"https://openalex.org/C2776303644","wikidata":"https://www.wikidata.org/wiki/Q1020499","display_name":"Interfacing","level":2,"score":0.6279839277267456},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.5533621907234192},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49721530079841614},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.46147748827934265},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4494672119617462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3975418210029602},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32606226205825806},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.1270124316215515},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/eusipco.2015.7362883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eusipco.2015.7362883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 23rd European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/395079","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/395079","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W611103097","https://openalex.org/W1969632185","https://openalex.org/W1977882209","https://openalex.org/W2030729605","https://openalex.org/W2047545657","https://openalex.org/W2090158744","https://openalex.org/W2096597330","https://openalex.org/W2097765403","https://openalex.org/W2099509424","https://openalex.org/W2111150473","https://openalex.org/W2131810416","https://openalex.org/W2135378997","https://openalex.org/W2142280324","https://openalex.org/W2148640263","https://openalex.org/W2163710753","https://openalex.org/W2169100533","https://openalex.org/W2498264865","https://openalex.org/W6642612923","https://openalex.org/W6679604450","https://openalex.org/W6684242912"],"related_works":["https://openalex.org/W2136647108","https://openalex.org/W2350029007","https://openalex.org/W2152662857","https://openalex.org/W1965180958","https://openalex.org/W1973428399","https://openalex.org/W2182594080","https://openalex.org/W2484987020","https://openalex.org/W2017757432","https://openalex.org/W2047994557","https://openalex.org/W1980060958"],"abstract_inverted_index":{"Although":[0],"the":[1,12,26,40,48,57,60,82,104,121,129],"field":[2],"of":[3,28,39,50,59,74,86,131],"Brain-Computer":[4],"Interfacing":[5],"(BCI)":[6],"has":[7],"made":[8],"incredible":[9],"advances":[10],"in":[11],"last":[13],"decade,":[14],"current":[15],"BCIs":[16],"are":[17,36,54],"still":[18],"scarcely":[19],"used":[20,96],"outside":[21],"laboratories.":[22],"One":[23],"reason":[24],"is":[25],"lack":[27],"robustness":[29,136],"to":[30,124],"noise,":[31,112],"artifacts":[32],"and":[33,101,127,137],"nonstationarity":[34],"which":[35],"intrinsic":[37],"parts":[38],"recorded":[41],"brain":[42],"signal.":[43],"Furthermore":[44,118],"out-of-lab":[45],"environments":[46],"imply":[47],"presence":[49],"external":[51],"variables":[52],"that":[53,90],"largely":[55],"beyond":[56],"control":[58],"user,":[61],"but":[62],"can":[63,94],"severely":[64],"corrupt":[65],"signal":[66,77],"quality.":[67],"This":[68],"paper":[69],"presents":[70],"a":[71,132],"new":[72],"generation":[73],"robust":[75,98],"EEG":[76],"processing":[78],"approaches":[79],"based":[80],"on":[81],"information":[83],"geometric":[84],"notion":[85],"divergence.":[87],"We":[88],"show":[89],"these":[91],"divergence-based":[92,122],"methods":[93],"be":[95],"for":[97,135],"spatial":[99],"filtering":[100],"thus":[102],"increase":[103],"systems'":[105],"reliability":[106],"when":[107],"confronted":[108],"to,":[109],"e.g.,":[110],"environmental":[111],"users'":[113],"motions":[114],"or":[115],"electrode":[116],"artifacts.":[117],"we":[119],"extend":[120],"framework":[123],"heavy-tail":[125],"distributions":[126],"investigate":[128],"advantages":[130],"joint":[133],"optimization":[134],"stationarity.":[138]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
