{"id":"https://openalex.org/W2945992500","doi":"https://doi.org/10.1109/ner.2019.8717157","title":"Extracting Motion-Related Subspaces from EEG in Mobile Brain/Body Imaging Studies using Source Power Comodulation","display_name":"Extracting Motion-Related Subspaces from EEG in Mobile Brain/Body Imaging Studies using Source Power Comodulation","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2945992500","doi":"https://doi.org/10.1109/ner.2019.8717157","mag":"2945992500"},"language":"en","primary_location":{"id":"doi:10.1109/ner.2019.8717157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner.2019.8717157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 9th International IEEE/EMBS Conference on Neural Engineering (NER)","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/A5085989553","display_name":"Lukas Gehrke","orcid":"https://orcid.org/0000-0003-3661-1973"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lukas Gehrke","raw_affiliation_strings":["Department of Biopsychology and Neuroergonomics, TU Berlin, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Biopsychology and Neuroergonomics, TU Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029332467","display_name":"Luke Guerdan","orcid":"https://orcid.org/0009-0009-3566-9429"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luke Guerdan","raw_affiliation_strings":["College of Engineering, University of Mis-souri, Columbia, Missouri, USA"],"affiliations":[{"raw_affiliation_string":"College of Engineering, University of Mis-souri, Columbia, Missouri, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034464263","display_name":"Klaus Gramann","orcid":"https://orcid.org/0000-0003-2673-1832"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Klaus Gramann","raw_affiliation_strings":["School of Software, University of Technology Sydney, USA"],"affiliations":[{"raw_affiliation_string":"School of Software, University of Technology Sydney, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085989553"],"corresponding_institution_ids":["https://openalex.org/I4577782"],"apc_list":null,"apc_paid":null,"fwci":0.3721,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59044052,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"344","last_page":"347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9991999864578247,"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":0.9991999864578247,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9934999942779541,"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":0.7332981824874878},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6991115808486938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5421652793884277},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.5405240654945374},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5389431715011597},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.5192480087280273},{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.46027088165283203},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3787629008293152},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34751856327056885},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.17081710696220398},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16775110363960266}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7332981824874878},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6991115808486938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5421652793884277},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.5405240654945374},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5389431715011597},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.5192480087280273},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.46027088165283203},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3787629008293152},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34751856327056885},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.17081710696220398},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16775110363960266},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ner.2019.8717157","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner.2019.8717157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 9th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/136352","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/136352","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1584871978","https://openalex.org/W1980447390","https://openalex.org/W1985244573","https://openalex.org/W1991291458","https://openalex.org/W2023015865","https://openalex.org/W2064971382","https://openalex.org/W2072735345","https://openalex.org/W2081096055","https://openalex.org/W2121528650","https://openalex.org/W2123508530","https://openalex.org/W2161362259","https://openalex.org/W2171746332","https://openalex.org/W2312566767","https://openalex.org/W2344637607","https://openalex.org/W2566961903","https://openalex.org/W2790236699","https://openalex.org/W2889825123","https://openalex.org/W3023353223","https://openalex.org/W6755010573"],"related_works":["https://openalex.org/W1509813908","https://openalex.org/W2031820693","https://openalex.org/W3024816962","https://openalex.org/W973023320","https://openalex.org/W1910172735","https://openalex.org/W2118307209","https://openalex.org/W2107364365","https://openalex.org/W2539388437","https://openalex.org/W2107688514","https://openalex.org/W2137288760"],"abstract_inverted_index":{"Mobile":[0],"Brain/Body":[1],"Imaging":[2],"(MoBI)":[3],"is":[4,184],"an":[5,139],"emerging":[6],"non-invasive":[7],"approach":[8,119],"to":[9,70,106,120,186,192],"investigate":[10,121],"human":[11],"brain":[12,30,76,201],"activity":[13],"and":[14,26,52,64,126,130,152,168,200],"motor":[15],"behavior":[16],"associated":[17],"with":[18,35,42,98,150,160],"cognitive":[19],"processes":[20],"in":[21,113,142,157],"natural":[22],"conditions.":[23],"MoBI":[24,114],"studies":[25],"analyses":[27],"pipelines":[28,54],"combine":[29],"measurements,":[31],"e.g.":[32],"Electroencephalography":[33],"(EEG),":[34],"motion":[36,154],"data":[37],"as":[38],"participants":[39,137],"conduct":[40],"tasks":[41],"near-natural":[43],"behavior.":[44],"Within":[45],"the":[46,72,80,108,118,122,176],"field":[47],"however,":[48],"standard":[49],"source":[50,60,94,147,190],"decomposition":[51,73],"reconstruction":[53],"largely":[55],"rely":[56],"on":[57],"unsupervised":[58],"blind":[59],"separation":[61,191],"(BSS)":[62],"approaches":[63],"do":[65],"not":[66],"consider":[67],"movement":[68,128,188,199],"information":[69],"guide":[71,194],"of":[74,82,110,133,197],"oscillatory":[75,111,146],"sources.":[77],"We":[78,116],"propose":[79],"use":[81],"a":[83,104],"supervised":[84],"spatial":[85],"filtering":[86],"method,":[87],"Source":[88],"Power":[89],"Co-modulation":[90],"(SPoC),":[91],"for":[92,165,173],"extracting":[93],"components":[95],"that":[96,182],"co-modulate":[97],"body":[99],"motion.":[100],"Further,":[101],"we":[102],"introduce":[103],"method":[105],"validate":[107],"quality":[109],"sources":[112,135,167,174],"studies.":[115],"illustrate":[117],"link":[123],"between":[124],"hand":[125,151],"head":[127,153],"kinematics":[129],"power":[131],"dynamics":[132,202],"EEG":[134],"while":[136],"explore":[138],"invisible":[140],"maze":[141],"virtual":[143],"reality.":[144],"Stable":[145],"envelopes":[148],"correlating":[149],"were":[155],"isolated":[156],"all":[158,166],"subjects,":[159],"median":[161,169],"\u03c1":[162,170],"=":[163,171],".13":[164],".16":[172],"passing":[175],"selection":[177],"criteria.":[178],"The":[179],"results":[180],"indicate":[181],"it":[183],"possible":[185],"improve":[187],"related":[189],"further":[193],"our":[195],"understanding":[196],"how":[198],"interact.":[203]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}