{"id":"https://openalex.org/W2577223296","doi":"https://doi.org/10.1109/mhs.2016.7824149","title":"Source separation and localization of individual superficial forearm extensor muscles using high-density surface electromyography","display_name":"Source separation and localization of individual superficial forearm extensor muscles using high-density surface electromyography","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2577223296","doi":"https://doi.org/10.1109/mhs.2016.7824149","mag":"2577223296"},"language":"en","primary_location":{"id":"doi:10.1109/mhs.2016.7824149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mhs.2016.7824149","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Symposium on Micro-NanoMechatronics and Human Science (MHS)","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/A5053450086","display_name":"Becky Su","orcid":null},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Becky Su","raw_affiliation_strings":["Research into Artifacts, Center for Engineering (RACE), The University of Tokyo, Chiba, Japan"],"affiliations":[{"raw_affiliation_string":"Research into Artifacts, Center for Engineering (RACE), The University of Tokyo, Chiba, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033054087","display_name":"Shouhei Shirafuji","orcid":"https://orcid.org/0000-0002-3102-5118"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shouhei Shirafuji","raw_affiliation_strings":["Research into Artifacts, Center for Engineering (RACE), The University of Tokyo, Chiba, Japan"],"affiliations":[{"raw_affiliation_string":"Research into Artifacts, Center for Engineering (RACE), The University of Tokyo, Chiba, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010051616","display_name":"Tomomichi Oya","orcid":"https://orcid.org/0000-0003-1233-6356"},"institutions":[{"id":"https://openalex.org/I4210103779","display_name":"National Center of Neurology and Psychiatry","ror":"https://ror.org/0254bmq54","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210103779"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomomichi Oya","raw_affiliation_strings":["Department of Neurophysiology, National Institute of Neuroscience, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Neurophysiology, National Institute of Neuroscience, Tokyo, Japan","institution_ids":["https://openalex.org/I4210103779"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029889888","display_name":"Yousuke Ogata","orcid":"https://orcid.org/0000-0003-4613-7435"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yousuke Ogata","raw_affiliation_strings":["Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, Japan"],"affiliations":[{"raw_affiliation_string":"Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080588576","display_name":"Tetsuro Funato","orcid":"https://orcid.org/0000-0003-2964-5227"},"institutions":[{"id":"https://openalex.org/I20529979","display_name":"University of Electro-Communications","ror":"https://ror.org/02x73b849","country_code":"JP","type":"education","lineage":["https://openalex.org/I20529979"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tetsuro Funato","raw_affiliation_strings":["Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications, Chofu, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications, Chofu, Tokyo, Japan","institution_ids":["https://openalex.org/I20529979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071286340","display_name":"Natsue Yoshimura","orcid":"https://orcid.org/0000-0002-7495-9113"},"institutions":[{"id":"https://openalex.org/I20529979","display_name":"University of Electro-Communications","ror":"https://ror.org/02x73b849","country_code":"JP","type":"education","lineage":["https://openalex.org/I20529979"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Natsue Yoshimura","raw_affiliation_strings":["Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications, Chofu, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering and Intelligent Systems, The University of Electro-Communications, Chofu, Tokyo, Japan","institution_ids":["https://openalex.org/I20529979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042321945","display_name":"Luca Pion-Tonachini","orcid":"https://orcid.org/0000-0002-4018-7776"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luca Pion-Tonachini","raw_affiliation_strings":["Swartz Center for Computational Neuroscience (SCCN), The University of California, San Diego (UCSD), La Jolla, CA, United States"],"affiliations":[{"raw_affiliation_string":"Swartz Center for Computational Neuroscience (SCCN), The University of California, San Diego (UCSD), La Jolla, CA, United States","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053345339","display_name":"Scott Makeig","orcid":"https://orcid.org/0000-0002-9048-8438"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Scott Makeig","raw_affiliation_strings":["Swartz Center for Computational Neuroscience (SCCN), The University of California, San Diego (UCSD), La Jolla, CA, United States"],"affiliations":[{"raw_affiliation_string":"Swartz Center for Computational Neuroscience (SCCN), The University of California, San Diego (UCSD), La Jolla, CA, United States","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025328770","display_name":"Kazuhiko Seki","orcid":"https://orcid.org/0000-0002-4262-9590"},"institutions":[{"id":"https://openalex.org/I4210103779","display_name":"National Center of Neurology and Psychiatry","ror":"https://ror.org/0254bmq54","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210103779"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuhiko Seki","raw_affiliation_strings":["Department of Neurophysiology, National Institute of Neuroscience, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Neurophysiology, National Institute of Neuroscience, Tokyo, Japan","institution_ids":["https://openalex.org/I4210103779"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037920030","display_name":"Jun Ota","orcid":"https://orcid.org/0000-0002-4738-2275"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jun Ota","raw_affiliation_strings":["Research into Artifacts, Center for Engineering (RACE), The University of Tokyo, Chiba, Japan"],"affiliations":[{"raw_affiliation_string":"Research into Artifacts, Center for Engineering (RACE), The University of Tokyo, Chiba, Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5053450086"],"corresponding_institution_ids":["https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":0.1669,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58535417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2016","issue":null,"first_page":"1","last_page":"7"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9990000128746033,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9988999962806702,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.7750861644744873},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.5962104797363281},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5941656827926636},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5737534761428833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5594781041145325},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5028297305107117},{"id":"https://openalex.org/keywords/forearm","display_name":"Forearm","score":0.4997701644897461},{"id":"https://openalex.org/keywords/source-separation","display_name":"Source separation","score":0.44957199692726135},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.15534883737564087},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.14416390657424927},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08353695273399353}],"concepts":[{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.7750861644744873},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.5962104797363281},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5941656827926636},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5737534761428833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5594781041145325},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5028297305107117},{"id":"https://openalex.org/C2780214079","wikidata":"https://www.wikidata.org/wiki/Q228537","display_name":"Forearm","level":2,"score":0.4997701644897461},{"id":"https://openalex.org/C2776864781","wikidata":"https://www.wikidata.org/wiki/Q52617913","display_name":"Source separation","level":2,"score":0.44957199692726135},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.15534883737564087},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.14416390657424927},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08353695273399353}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mhs.2016.7824149","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mhs.2016.7824149","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Symposium on Micro-NanoMechatronics and Human Science (MHS)","raw_type":"proceedings-article"},{"id":"mag:2748284024","is_oa":false,"landing_page_url":"http://jglobal.jst.go.jp/en/public/201702240212554369","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1937249753","https://openalex.org/W2003170314","https://openalex.org/W2005066302","https://openalex.org/W2010714646","https://openalex.org/W2036686623","https://openalex.org/W2056769384","https://openalex.org/W2058871194","https://openalex.org/W2076776015","https://openalex.org/W2091074162","https://openalex.org/W2100383826","https://openalex.org/W2110920381","https://openalex.org/W2112943365","https://openalex.org/W2120969571","https://openalex.org/W2128495200","https://openalex.org/W2134743115","https://openalex.org/W2166073443"],"related_works":["https://openalex.org/W1965058843","https://openalex.org/W2118307209","https://openalex.org/W2107364365","https://openalex.org/W2046761971","https://openalex.org/W2553224454","https://openalex.org/W4281722104","https://openalex.org/W2803458999","https://openalex.org/W2765453402","https://openalex.org/W1497843931","https://openalex.org/W1503525627"],"abstract_inverted_index":{"The":[0,92,124],"limitations":[1],"of":[2,20,62,75,96,138],"conventional":[3,76],"surface":[4],"electromyography":[5],"(sEMG)":[6],"cause":[7],"it":[8],"to":[9,34,71,81],"be":[10],"unsuitable":[11],"for":[12,51,133],"use":[13],"with":[14,119],"the":[15,21,39,73,83,98,115,120,135],"deep":[16],"and":[17,27,86,112],"compact":[18],"muscles":[19,56],"forearm.":[22],"However,":[23],"while":[24],"source":[25],"separation":[26],"localization":[28,79,93,129],"techniques":[29,46,80],"have":[30,47],"been":[31,49],"extensively":[32],"explored":[33],"identify":[35],"active":[36,53,136],"sources":[37,54,137],"in":[38,55],"brain":[40],"using":[41,57,102],"electroencephalography":[42],"(EEG)":[43],"signals,":[44,59],"these":[45],"not":[48,131],"adapted":[50],"identifying":[52],"sEMG":[58,100],"despite":[60],"being":[61],"a":[63,108],"similar":[64],"premise.":[65],"Here,":[66],"we":[67],"perform":[68],"an":[69],"experiment":[70],"explore":[72],"capabilities":[74],"EEG":[77],"single-dipole":[78,128],"localize":[82],"extensor":[84,87],"digitorum":[85],"indicis":[88],"when":[89],"selectively":[90],"activated.":[91],"methodology":[94],"consists":[95],"separating":[97],"raw":[99],"signals":[101],"independent":[103],"component":[104],"analysis":[105],"(ICA),":[106],"estimating":[107],"physics-based":[109],"forward":[110],"model,":[111],"then":[113],"correlating":[114],"obtained":[116],"lead-field":[117],"matrix":[118],"ICA":[121],"mixing":[122],"matrix.":[123],"results":[125],"show":[126],"that":[127],"is":[130],"suitable":[132],"describing":[134],"muscles.":[139]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
