{"id":"https://openalex.org/W2210943862","doi":"https://doi.org/10.1109/tbme.2015.2468588","title":"Single-Trial ERP Component Analysis Using a Spatiotemporal LCMV Beamformer","display_name":"Single-Trial ERP Component Analysis Using a Spatiotemporal LCMV Beamformer","publication_year":2015,"publication_date":"2015-08-14","ids":{"openalex":"https://openalex.org/W2210943862","doi":"https://doi.org/10.1109/tbme.2015.2468588","mag":"2210943862","pmid":"https://pubmed.ncbi.nlm.nih.gov/26285053"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2015.2468588","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2015.2468588","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://biblio.ugent.be/publication/01JH0FP72FB5MYRGGVT87MA5H0/file/01KHBT54570370NJAGMDXCJC8G.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045390687","display_name":"Marijn van Vliet","orcid":"https://orcid.org/0000-0002-6537-6899"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Marijn van Vliet","raw_affiliation_strings":["Department of Neurophysiology, Katholieke Universiteit Leuven, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurophysiology, Katholieke Universiteit Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016588674","display_name":"Nikolay Chumerin","orcid":"https://orcid.org/0000-0003-1979-3613"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nikolay Chumerin","raw_affiliation_strings":["Department of Neurophysiology, Katholieke Universiteit Leuven"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurophysiology, Katholieke Universiteit Leuven","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058212304","display_name":"Simon De Deyne","orcid":"https://orcid.org/0000-0002-7899-6210"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Simon De Deyne","raw_affiliation_strings":["Department of Experimental Psychology, Katholieke Universiteit Leuven"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Experimental Psychology, Katholieke Universiteit Leuven","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023421586","display_name":"Jan R. Wiersema","orcid":"https://orcid.org/0000-0001-5875-2051"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jan Roelf Wiersema","raw_affiliation_strings":["Department of Experimental Clinical and Health Psychology, Ghent University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Experimental Clinical and Health Psychology, Ghent University","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083724246","display_name":"Wim Fias","orcid":"https://orcid.org/0000-0002-5788-7306"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wim Fias","raw_affiliation_strings":["Department of Experimental Psychology, Ghent University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Experimental Psychology, Ghent University","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016484790","display_name":"Gert Storms","orcid":"https://orcid.org/0000-0002-4100-8725"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gerrit Storms","raw_affiliation_strings":["Department of Experimental Psychology, Katholieke Universiteit Leuven"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Experimental Psychology, Katholieke Universiteit Leuven","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022490304","display_name":"Marc M. Van Hulle","orcid":"https://orcid.org/0000-0003-1060-7044"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Marc M. Van Hulle","raw_affiliation_strings":["Department of Neurophysiology, Katholieke Universiteit Leuven"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurophysiology, Katholieke Universiteit Leuven","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5045390687"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":2.4979,"has_fulltext":true,"cited_by_count":45,"citation_normalized_percentile":{"value":0.89305429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"63","issue":"1","first_page":"55","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.3970000147819519,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.3970000147819519,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.17389999330043793,"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":0.06620000302791595,"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/computer-science","display_name":"Computer science","score":0.6244033575057983},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5521723031997681},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5515866875648499},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.5294646620750427},{"id":"https://openalex.org/keywords/spatial-filter","display_name":"Spatial filter","score":0.5085288286209106},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.4786611497402191},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4625200033187866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46039173007011414},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4591931104660034},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44466084241867065},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.4244294762611389},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32040607929229736},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3097407817840576},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28095537424087524},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2590932548046112},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.12546443939208984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6244033575057983},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5521723031997681},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5515866875648499},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.5294646620750427},{"id":"https://openalex.org/C121475858","wikidata":"https://www.wikidata.org/wiki/Q2735911","display_name":"Spatial filter","level":2,"score":0.5085288286209106},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.4786611497402191},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4625200033187866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46039173007011414},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4591931104660034},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44466084241867065},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.4244294762611389},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32040607929229736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3097407817840576},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28095537424087524},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2590932548046112},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.12546443939208984},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"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":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005071","descriptor_name":"Evoked Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005071","descriptor_name":"Evoked Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005071","descriptor_name":"Evoked Potentials","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008959","descriptor_name":"Models, Neurological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1109/tbme.2015.2468588","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2015.2468588","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:26285053","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26285053","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":"IEEE transactions on bio-medical engineering","raw_type":null},{"id":"pmh:oai:archive.ugent.be:01JH0FP72FB5MYRGGVT87MA5H0","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-01JH0FP72FB5MYRGGVT87MA5H0","pdf_url":"https://biblio.ugent.be/publication/01JH0FP72FB5MYRGGVT87MA5H0/file/01KHBT54570370NJAGMDXCJC8G.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"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":"ISSN: 1558-2531","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:archive.ugent.be:6965946","is_oa":false,"landing_page_url":"https://biblio.ugent.be/publication/6965946","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 0018-9294","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/506675","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/506675","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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 Transactions on Biomedical Engineering, vol. 63 (1), (55-66)","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:archive.ugent.be:01JH0FP72FB5MYRGGVT87MA5H0","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-01JH0FP72FB5MYRGGVT87MA5H0","pdf_url":"https://biblio.ugent.be/publication/01JH0FP72FB5MYRGGVT87MA5H0/file/01KHBT54570370NJAGMDXCJC8G.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"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":"ISSN: 1558-2531","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322308","display_name":"KU Leuven","ror":"https://ror.org/05f950310"},{"id":"https://openalex.org/F4320322603","display_name":"Universiteit Gent","ror":"https://ror.org/00cv9y106"},{"id":"https://openalex.org/F4320323739","display_name":"Koning Boudewijnstichting","ror":"https://ror.org/02am44w88"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2210943862.pdf","grobid_xml":"https://content.openalex.org/works/W2210943862.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W206280282","https://openalex.org/W1530839606","https://openalex.org/W1536620489","https://openalex.org/W1586254614","https://openalex.org/W1755563775","https://openalex.org/W1931087742","https://openalex.org/W1964188429","https://openalex.org/W1971209670","https://openalex.org/W1972416774","https://openalex.org/W1974637957","https://openalex.org/W1985429438","https://openalex.org/W1985733673","https://openalex.org/W1985905862","https://openalex.org/W1989847457","https://openalex.org/W1990512452","https://openalex.org/W1995792801","https://openalex.org/W2000387713","https://openalex.org/W2001532167","https://openalex.org/W2004755499","https://openalex.org/W2012575176","https://openalex.org/W2021345747","https://openalex.org/W2026519308","https://openalex.org/W2029568726","https://openalex.org/W2032946087","https://openalex.org/W2037895500","https://openalex.org/W2049024590","https://openalex.org/W2060108923","https://openalex.org/W2066827874","https://openalex.org/W2072735345","https://openalex.org/W2084680213","https://openalex.org/W2089819061","https://openalex.org/W2092183144","https://openalex.org/W2101221591","https://openalex.org/W2104063964","https://openalex.org/W2108283652","https://openalex.org/W2113676135","https://openalex.org/W2114274516","https://openalex.org/W2119963163","https://openalex.org/W2120078534","https://openalex.org/W2125001590","https://openalex.org/W2129106694","https://openalex.org/W2139212933","https://openalex.org/W2141138276","https://openalex.org/W2149648827","https://openalex.org/W2152171700","https://openalex.org/W2153134014","https://openalex.org/W2166849806","https://openalex.org/W2170124654","https://openalex.org/W2411728768","https://openalex.org/W2413573154","https://openalex.org/W3084061134","https://openalex.org/W3142508279","https://openalex.org/W4232031327","https://openalex.org/W4250267814","https://openalex.org/W4300667014","https://openalex.org/W6640354914"],"related_works":["https://openalex.org/W4252230435","https://openalex.org/W2121429698","https://openalex.org/W2182042810","https://openalex.org/W55679925","https://openalex.org/W3080404860","https://openalex.org/W2046761971","https://openalex.org/W1720164552","https://openalex.org/W3144722888","https://openalex.org/W2364896863","https://openalex.org/W2389189059"],"abstract_inverted_index":{"GOAL:":[0],"For":[1,215],"statistical":[2,213],"analysis":[3,187],"of":[4,28,44,82,104,112,120,124,148,154,188,221],"event-related":[5],"potentials":[6],"(ERPs),":[7],"there":[8],"are":[9],"convincing":[10],"arguments":[11],"against":[12],"averaging":[13,32,194,201],"across":[14,195],"stimuli":[15],"or":[16,197],"subjects.":[17,198],"Multivariate":[18],"filters":[19],"can":[20,226],"be":[21,73],"used":[22,64],"to":[23,38,72,185,204],"isolate":[24],"an":[25,180],"ERP":[26,83,127,161,191],"component":[27,128,147],"interest":[29],"without":[30,193],"the":[31,42,45,49,54,80,100,105,118,122,136,146,152,219],"procedure.":[33],"However,":[34],"we":[35,98,133],"would":[36],"like":[37],"have":[39],"certainty":[40],"that":[41,135,143,225],"output":[43],"filter":[46,68,77,142],"accurately":[47,144],"represents":[48],"component.":[50],"METHODS:":[51],"We":[52],"extended":[53],"linearly":[55],"constrained":[56],"minimum":[57],"variance":[58],"(LCMV)":[59],"beamformer,":[60],"which":[61],"is":[62,140],"traditionally":[63],"as":[65,107,109,231],"a":[66,74,89,110,125,130,141,189],"spatial":[67],"for":[69,78],"source":[70],"localization,":[71],"flexible":[75],"spatiotemporal":[76,137,175],"estimating":[79],"amplitude":[81,123],"components":[84],"in":[85,151],"sensor":[86,171],"space.":[87],"In":[88,117],"comparison":[90],"study":[91],"on":[92,129],"both":[93,155],"simulated":[94],"and":[95,102,163,170,182,209,238],"real":[96],"data,":[97],"demonstrated":[99],"strengths":[101],"weaknesses":[103],"beamformer":[106,139,177],"well":[108],"range":[111],"supervised":[113],"learning":[114],"approaches.":[115],"RESULTS:":[116],"context":[119],"measuring":[121],"specific":[126],"single-trial":[131],"basis,":[132],"found":[134],"LCMV":[138,176],"captures":[145],"interest,":[149],"even":[150],"presence":[153],"structured":[156],"noise":[157,165],"(e.g.,":[158,166],"other":[159],"overlapping":[160],"components)":[162],"unstructured":[164],"ongoing":[167],"brain":[168],"activity":[169],"noise).":[172],"CONCLUSION:":[173],"The":[174],"method":[178],"provides":[179],"accurate":[181],"intuitive":[183],"way":[184],"conduct":[186],"known":[190],"component,":[192],"trials":[196],"SIGNIFICANCE:":[199],"Eliminating":[200],"allows":[202,218],"us":[203],"test":[205,234],"more":[206,211],"detailed":[207],"hypotheses":[208],"apply":[210],"powerful":[212],"models.":[214],"example,":[216],"it":[217],"usage":[220],"multilevel":[222],"regression":[223],"models":[224],"incorporate":[227],"between":[228],"subject/stimulus":[229],"variation":[230],"random":[232],"effects,":[233],"multiple":[235],"effects":[236,241],"simultaneously,":[237],"control":[239],"confounding":[240],"by":[242],"partial":[243],"regression.":[244]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":6}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}