{"id":"https://openalex.org/W2985292189","doi":"https://doi.org/10.1109/tbme.2019.2948397","title":"On-Line Recursive Decomposition of Intramuscular EMG Signals Using GPU-Implemented Bayesian Filtering","display_name":"On-Line Recursive Decomposition of Intramuscular EMG Signals Using GPU-Implemented Bayesian Filtering","publication_year":2020,"publication_date":"2020-04-13","ids":{"openalex":"https://openalex.org/W2985292189","doi":"https://doi.org/10.1109/tbme.2019.2948397","mag":"2985292189","pmid":"https://pubmed.ncbi.nlm.nih.gov/31825856"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2019.2948397","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2019.2948397","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/9097267/08926337.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/10/9097267/08926337.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084280327","display_name":"Tianyi Yu","orcid":"https://orcid.org/0000-0003-0859-0749"},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tianyi Yu","raw_affiliation_strings":["Laboratoire des Sciences du Num\u00e9rique de Nantes, UMR 6004, CNRS, \u00c9cole Centrale de Nantes, Universit\u00e9 de Nantes","LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)"],"raw_orcid":"https://orcid.org/0000-0003-0859-0749","affiliations":[{"raw_affiliation_string":"Laboratoire des Sciences du Num\u00e9rique de Nantes, UMR 6004, CNRS, \u00c9cole Centrale de Nantes, Universit\u00e9 de Nantes","institution_ids":["https://openalex.org/I97188460","https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)","institution_ids":["https://openalex.org/I4210117005","https://openalex.org/I97188460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084789524","display_name":"Konstantin Akhmadeev","orcid":"https://orcid.org/0000-0001-8606-0319"},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Konstantin Akhmadeev","raw_affiliation_strings":["Laboratoire des Sciences du Num\u00e9rique de Nantes, UMR 6004, CNRS, \u00c9cole Centrale de Nantes, Universit\u00e9 de Nantes","UN UFR ST - Universit\u00e9 de Nantes - UFR des Sciences et des Techniques (2, rue de la Houssini\u00e8re - BP 92208 - 44322 Nantes cedex 3 - France)","LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)"],"raw_orcid":"https://orcid.org/0000-0001-8606-0319","affiliations":[{"raw_affiliation_string":"Laboratoire des Sciences du Num\u00e9rique de Nantes, UMR 6004, CNRS, \u00c9cole Centrale de Nantes, Universit\u00e9 de Nantes","institution_ids":["https://openalex.org/I97188460","https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"UN UFR ST - Universit\u00e9 de Nantes - UFR des Sciences et des Techniques (2, rue de la Houssini\u00e8re - BP 92208 - 44322 Nantes cedex 3 - France)","institution_ids":["https://openalex.org/I97188460"]},{"raw_affiliation_string":"LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)","institution_ids":["https://openalex.org/I4210117005","https://openalex.org/I97188460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082768693","display_name":"\u00c9ric Le Carpentier","orcid":"https://orcid.org/0000-0002-1130-2974"},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Le Carpentier","raw_affiliation_strings":["Laboratoire des Sciences du Num\u00e9rique de Nantes, UMR 6004, CNRS, \u00c9cole Centrale de Nantes, Universit\u00e9 de Nantes","ECN - \u00c9cole Centrale de Nantes (1 rue de la No\u00eb - BP 92101 - 44321 Nantes cedex 3 - France)","LS2N - \u00e9quipe SIMS  - Signal, IMage et Son (France)","LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)"],"raw_orcid":"https://orcid.org/0000-0002-1130-2974","affiliations":[{"raw_affiliation_string":"Laboratoire des Sciences du Num\u00e9rique de Nantes, UMR 6004, CNRS, \u00c9cole Centrale de Nantes, Universit\u00e9 de Nantes","institution_ids":["https://openalex.org/I97188460","https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ECN - \u00c9cole Centrale de Nantes (1 rue de la No\u00eb - BP 92101 - 44321 Nantes cedex 3 - France)","institution_ids":["https://openalex.org/I100445878"]},{"raw_affiliation_string":"LS2N - \u00e9quipe SIMS  - Signal, IMage et Son (France)","institution_ids":["https://openalex.org/I97188460","https://openalex.org/I4210117005"]},{"raw_affiliation_string":"LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)","institution_ids":["https://openalex.org/I4210117005","https://openalex.org/I97188460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035774557","display_name":"Yannick Aoustin","orcid":"https://orcid.org/0000-0002-3484-117X"},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yannick Aoustin","raw_affiliation_strings":["Laboratoire des Sciences du Num\u00e9rique de Nantes, UMR 6004, CNRS, \u00c9cole Centrale de Nantes, Universit\u00e9 de Nantes","LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)","LS2N - \u00e9quipe ReV - Robotique Et Vivant (France)","UN - Universit\u00e9 de Nantes (1, quai de Tourville - BP 13522 - 44035 Nantes cedex 1 - France)"],"raw_orcid":"https://orcid.org/0000-0002-3484-117X","affiliations":[{"raw_affiliation_string":"Laboratoire des Sciences du Num\u00e9rique de Nantes, UMR 6004, CNRS, \u00c9cole Centrale de Nantes, Universit\u00e9 de Nantes","institution_ids":["https://openalex.org/I97188460","https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"LS2N - Laboratoire des Sciences du Num\u00e9rique de Nantes (Universit\u00e9 de Nantes \u2013 facult\u00e9 des Sciences et Techniques (FST)\r\n2 Chemin de la Houssini\u00e8re\r\nBP 92208, 44322 Nantes Cedex 3 - France)","institution_ids":["https://openalex.org/I4210117005","https://openalex.org/I97188460"]},{"raw_affiliation_string":"LS2N - \u00e9quipe ReV - Robotique Et Vivant (France)","institution_ids":["https://openalex.org/I4210117005"]},{"raw_affiliation_string":"UN - Universit\u00e9 de Nantes (1, quai de Tourville - BP 13522 - 44035 Nantes cedex 1 - France)","institution_ids":["https://openalex.org/I97188460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065669889","display_name":"Dario Farina","orcid":"https://orcid.org/0000-0002-7883-2697"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dario Farina","raw_affiliation_strings":["Imperial College London, London, U.K","Imperial College London (South Kensington Campus, London SW7 2AZ - United Kingdom)","SMI - Center for Sensory-Motor Interaction (Denmark)"],"raw_orcid":"https://orcid.org/0000-0002-7883-2697","affiliations":[{"raw_affiliation_string":"Imperial College London, London, U.K","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Imperial College London (South Kensington Campus, London SW7 2AZ - United Kingdom)","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"SMI - Center for Sensory-Motor Interaction (Denmark)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6971,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.65293695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"67","issue":"6","first_page":"1806","last_page":"1818"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10982","display_name":"Motor Control and Adaptation","score":0.0031999999191612005,"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":0.003000000026077032,"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":0.7230880260467529},{"id":"https://openalex.org/keywords/motor-unit","display_name":"Motor unit","score":0.5963677167892456},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.5848390460014343},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5311324000358582},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.49006927013397217},{"id":"https://openalex.org/keywords/interfacing","display_name":"Interfacing","score":0.45362985134124756},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4027249217033386},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3719959855079651},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33812132477760315},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.24723747372627258},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.15904271602630615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7230880260467529},{"id":"https://openalex.org/C2781425072","wikidata":"https://www.wikidata.org/wiki/Q1889028","display_name":"Motor unit","level":2,"score":0.5963677167892456},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.5848390460014343},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5311324000358582},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.49006927013397217},{"id":"https://openalex.org/C2776303644","wikidata":"https://www.wikidata.org/wiki/Q1020499","display_name":"Interfacing","level":2,"score":0.45362985134124756},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4027249217033386},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3719959855079651},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33812132477760315},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.24723747372627258},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.15904271602630615},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000200","descriptor_name":"Action Potentials","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":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009046","descriptor_name":"Motor Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009046","descriptor_name":"Motor Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009046","descriptor_name":"Motor Neurons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018482","descriptor_name":"Muscle, Skeletal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/tbme.2019.2948397","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2019.2948397","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/9097267/08926337.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:31825856","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31825856","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:HAL:hal-02362489v1","is_oa":true,"landing_page_url":"https://hal.science/hal-02362489","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 Transactions on Biomedical Engineering, 2019, 67 (6), pp.1806-1818. &#x27E8;10.1109/TBME.2019.2948397&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/82738","is_oa":true,"landing_page_url":"http://hdl.handle.net/10044/1/82738","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1818","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/tbme.2019.2948397","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tbme.2019.2948397","pdf_url":"https://ieeexplore.ieee.org/ielx7/10/9097267/08926337.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1464039697","display_name":"NExT (I-SITE)","funder_award_id":"ANR-16-IDEX-0007","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6908236545","display_name":null,"funder_award_id":"201404490033","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320325719","display_name":"Universit\u00e9 de Nantes","ror":"https://ror.org/03gnr7b55"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2985292189.pdf","grobid_xml":"https://content.openalex.org/works/W2985292189.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W109040015","https://openalex.org/W164384110","https://openalex.org/W1540723801","https://openalex.org/W1970117849","https://openalex.org/W1973009825","https://openalex.org/W1976423785","https://openalex.org/W1992749849","https://openalex.org/W2004879773","https://openalex.org/W2024347915","https://openalex.org/W2046704078","https://openalex.org/W2069160783","https://openalex.org/W2069243622","https://openalex.org/W2076943262","https://openalex.org/W2101298443","https://openalex.org/W2105672886","https://openalex.org/W2118558147","https://openalex.org/W2123182941","https://openalex.org/W2132963579","https://openalex.org/W2136943944","https://openalex.org/W2140539152","https://openalex.org/W2148061324","https://openalex.org/W2148268262","https://openalex.org/W2148270081","https://openalex.org/W2153484124","https://openalex.org/W2155119349","https://openalex.org/W2162613571","https://openalex.org/W2290981976","https://openalex.org/W2316463264","https://openalex.org/W2346614441","https://openalex.org/W2547346556","https://openalex.org/W2598849256","https://openalex.org/W2610341657","https://openalex.org/W2945868636","https://openalex.org/W4211072146","https://openalex.org/W4240180700"],"related_works":["https://openalex.org/W2097319476","https://openalex.org/W2154645506","https://openalex.org/W2045891296","https://openalex.org/W2978925987","https://openalex.org/W2060506810","https://openalex.org/W2093489295","https://openalex.org/W2404075665","https://openalex.org/W2023190560","https://openalex.org/W2587847127","https://openalex.org/W2043761124"],"abstract_inverted_index":{"OBJECTIVE:":[0],"Real-time":[1],"intramuscular":[2],"electromyography":[3],"(iEMG)":[4],"decomposition,":[5],"which":[6,49],"is":[7,15,114,149],"needed":[8],"in":[9,79,177,192],"biofeedback":[10],"studies":[11],"and":[12,202],"interfacing":[13],"applications,":[14],"a":[16,28,37,43,73,83,92,117,123,143],"complex":[17],"procedure":[18],"that":[19,127],"involves":[20],"identifying":[21],"the":[22,87,97,105,112,131,139,146,171,186,220,225],"motor":[23,58,211],"neuron":[24],"spike":[25,61],"trains":[26],"from":[27,170],"streaming":[29],"iEMG":[30,153,167],"recording.":[31],"METHODS:":[32],"We":[33],"have":[34],"previously":[35,108],"proposed":[36,147,200],"sequential":[38],"decomposition":[39,134,221],"algorithm":[40,88,98,148,222],"based":[41],"on":[42,99,185],"Hidden":[44],"Markov":[45],"Model":[46],"of":[47,57,75,86,96,125,145,182,188,219,227],"EMG,":[48],"used":[50,109],"Bayesian":[51],"filter":[52,107],"to":[53,81,110,129,157],"estimate":[54,111],"unknown":[55],"parameters":[56],"unit":[59],"(MU)":[60],"trains,":[62],"as":[63,65,89,91,161,163],"well":[64,90,162],"their":[66],"action":[67],"potentials":[68],"(MUAPs).":[69],"Here,":[70],"we":[71,121],"present":[72],"modification":[74],"this":[76],"original":[77],"model":[78],"order":[80],"achieve":[82],"real-time":[84,207],"performance":[85],"parallel":[93],"computation":[94],"implementation":[95,203,218],"Graphics":[100],"Processing":[101],"Unit":[102],"(GPU).":[103],"Specifically,":[104],"Kalman":[106],"MUAPs,":[113],"replaced":[115],"by":[116],"least-mean-square":[118],"filter.":[119],"Additionally,":[120],"introduce":[122],"number":[124],"heuristics":[126],"help":[128],"omit":[130],"most":[132],"improbable":[133],"scenarios":[135],"while":[136],"searching":[137],"for":[138],"best":[140],"solution.":[141],"Then,":[142],"GPU-implementation":[144],"presented.":[150],"RESULTS:":[151],"Simulated":[152],"signals":[154,168],"containing":[155],"up":[156],"10":[158],"active":[159],"MUs,":[160],"five":[164],"experimental":[165],"fine-wire":[166],"acquired":[169],"tibialis":[172],"anterior":[173],"muscle,":[174],"were":[175],"decomposed":[176],"real":[178,216],"time.":[179],"The":[180,199,214],"accuracy":[181],"decompositions":[183],"depended":[184],"level":[187],"muscle":[189],"activation,":[190],"but":[191],"all":[193],"cases":[194],"exceeded":[195],"85":[196],"%.":[197],"CONCLUSION:":[198],"method":[201],"provide":[204],"an":[205],"accurate,":[206],"interface":[208],"with":[209],"spinal":[210],"neurons.":[212],"SIGNIFICANCE:":[213],"presented":[215],"time":[217],"substantially":[223],"broadens":[224],"domain":[226],"its":[228],"application.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2025-10-10T00:00:00"}
