{"id":"https://openalex.org/W2962879438","doi":"https://doi.org/10.1109/tnsre.2019.2896269","title":"Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning","display_name":"Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning","publication_year":2019,"publication_date":"2019-01-31","ids":{"openalex":"https://openalex.org/W2962879438","doi":"https://doi.org/10.1109/tnsre.2019.2896269","mag":"2962879438","pmid":"https://pubmed.ncbi.nlm.nih.gov/30714928"},"language":"en","primary_location":{"id":"doi:10.1109/tnsre.2019.2896269","doi":"https://doi.org/10.1109/tnsre.2019.2896269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsre.2019.2896269","pdf_url":null,"source":{"id":"https://openalex.org/S98183460","display_name":"IEEE Transactions on Neural Systems and Rehabilitation Engineering","issn_l":"1534-4320","issn":["1534-4320","1558-0210"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"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 Neural Systems and Rehabilitation Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1801.07756","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005034364","display_name":"Ulysse C\u00f4t\u00e9\u2010Allard","orcid":"https://orcid.org/0000-0003-3241-8404","observed_orcids":["https://orcid.org/0000-0003-3241-8404"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ulysse Cote-Allard","raw_affiliation_strings":["Universite Laval, Quebec, QC, CA"],"raw_orcid":"https://orcid.org/0000-0003-3241-8404","affiliations":[{"raw_affiliation_string":"Universite Laval, Quebec, QC, CA","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082140460","display_name":"Cheikh Latyr Fall","orcid":"https://orcid.org/0000-0002-6717-2910","observed_orcids":["https://orcid.org/0000-0002-6717-2910"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Cheikh Latyr Fall","raw_affiliation_strings":["Universite Laval, Quebec, QC, CA"],"raw_orcid":"https://orcid.org/0000-0002-6717-2910","affiliations":[{"raw_affiliation_string":"Universite Laval, Quebec, QC, CA","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028239106","display_name":"Alexandre Drouin","orcid":"https://orcid.org/0000-0001-7718-0319","observed_orcids":["https://orcid.org/0000-0001-7718-0319"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alexandre Drouin","raw_affiliation_strings":["Universite Laval, Quebec, QC, CA"],"raw_orcid":"https://orcid.org/0000-0001-7718-0319","affiliations":[{"raw_affiliation_string":"Universite Laval, Quebec, QC, CA","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053328763","display_name":"Alexandre Campeau\u2010Lecours","orcid":"https://orcid.org/0000-0001-6766-3368","observed_orcids":["https://orcid.org/0000-0001-6766-3368"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alexandre Campeau-Lecours","raw_affiliation_strings":["Universite Laval, Quebec, QC, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite Laval, Quebec, QC, CA","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055839781","display_name":"Cl\u00e9ment Gosselin","orcid":"https://orcid.org/0000-0001-7422-4515","observed_orcids":["https://orcid.org/0000-0001-7422-4515"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Clement Gosselin","raw_affiliation_strings":["Universite Laval, Quebec, QC, CA"],"raw_orcid":"https://orcid.org/0000-0001-7422-4515","affiliations":[{"raw_affiliation_string":"Universite Laval, Quebec, QC, CA","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051938848","display_name":"Kyrre Glette","orcid":"https://orcid.org/0000-0003-3550-3225","observed_orcids":["https://orcid.org/0000-0003-3550-3225"]},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Kyrre Glette","raw_affiliation_strings":["Universitetet i Oslo, Oslo, NO"],"raw_orcid":"https://orcid.org/0000-0003-3550-3225","affiliations":[{"raw_affiliation_string":"Universitetet i Oslo, Oslo, NO","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054812796","display_name":"Fran\u00e7ois Laviolette","orcid":"https://orcid.org/0000-0002-1937-2512","observed_orcids":["https://orcid.org/0000-0002-1937-2512"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Francois Laviolette","raw_affiliation_strings":["Universite Laval, Quebec, QC, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite Laval, Quebec, QC, CA","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018071134","display_name":"Benoit J. Gosselin","orcid":"https://orcid.org/0000-0003-1473-3451","observed_orcids":["https://orcid.org/0000-0003-1473-3451","https://orcid.org/0009-0007-9790-7993"]},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Benoit Gosselin","raw_affiliation_strings":["Universite Laval, Quebec, QC, CA"],"raw_orcid":"https://orcid.org/0000-0003-1473-3451","affiliations":[{"raw_affiliation_string":"Universite Laval, Quebec, QC, CA","institution_ids":["https://openalex.org/I43406934"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1750,"currency":"USD","value_usd":1750},"apc_paid":null,"fwci":28.8575,"has_fulltext":true,"cited_by_count":787,"citation_normalized_percentile":{"value":0.99949367,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"27","issue":"4","first_page":"760","last_page":"771"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9541000127792358,"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":0.9541000127792358,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.033900000154972076,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electromyography","display_name":"electromyography","score":0.9070000052452087},{"id":"https://openalex.org/keywords/hand-gesture-recognition","display_name":"hand gesture recognition","score":0.9810000061988831},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.9860000014305115},{"id":"https://openalex.org/keywords/myo-armband","display_name":"Myo armband","score":0.7570000290870667},{"id":"https://openalex.org/keywords/ninapro-database","display_name":"NinaPro database","score":0.6869999766349792},{"id":"https://openalex.org/keywords/continuous-wavelet-transform","display_name":"continuous wavelet transform","score":0.7419999837875366},{"id":"https://openalex.org/keywords/spectrogram","display_name":"spectrogram","score":0.8650000095367432},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.890999972820282},{"id":"https://openalex.org/keywords/real-time-feedback","display_name":"real-time feedback","score":0.8040000200271606},{"id":"https://openalex.org/keywords/muscle-activation-strategies","display_name":"muscle activation strategies","score":0.609000027179718},{"id":"https://openalex.org/keywords/assistive-technology","display_name":"assistive technology","score":0.4869999885559082}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7512909173965454},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.730377197265625},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7177703976631165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6979268789291382},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6385852694511414},{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.5377370119094849},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5367990732192993},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49601659178733826},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.49398428201675415},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48843398690223694},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.47627466917037964},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.46024176478385925},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.45963674783706665},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4518076181411743},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35206297039985657},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014163","descriptor_name":"Transfer, Psychology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1109/tnsre.2019.2896269","doi":"https://doi.org/10.1109/tnsre.2019.2896269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsre.2019.2896269","pdf_url":null,"source":{"id":"https://openalex.org/S98183460","display_name":"IEEE Transactions on Neural Systems and Rehabilitation Engineering","issn_l":"1534-4320","issn":["1534-4320","1558-0210"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-1","medline","norway-2","oarl","poland-140","russia-white-list-1","vabb-shw"],"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 Neural Systems and Rehabilitation Engineering","raw_type":"journal-article"},{"id":"pmid:30714928","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30714928","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,"listed_in":[],"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 neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:1801.07756","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.07756","pdf_url":"https://arxiv.org/pdf/1801.07756","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:www.duo.uio.no:10852/73434","doi":null,"is_oa":true,"landing_page_url":"http://urn.nb.no/URN:NBN:no-76495","pdf_url":"https://www.duo.uio.no/bitstream/10852/73434/1/2019_02_05.pdf","source":{"id":"https://openalex.org/S7407064446","display_name":"NORA - Norwegian Open Research Archives","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"1534-4320","raw_type":"info:eu-repo/semantics/article"},{"id":"mag:2784831738","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1801.07756.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:corpus.ulaval.ca:20.500.11794/110243","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11794/110243","pdf_url":null,"source":{"id":"https://openalex.org/S4306400293","display_name":"Corpus Universit\u00e9 Laval (Universit\u00e9 Laval)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I43406934","host_organization_name":"Universit\u00e9 Laval","host_organization_lineage":["https://openalex.org/I43406934"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article de recherche"},{"id":"pmh:oai:pharesst.irsst.qc.ca:etudes-primaires-1708","doi":null,"is_oa":true,"landing_page_url":"https://pharesst.irsst.qc.ca/etudes-primaires/700","pdf_url":null,"source":{"id":"https://openalex.org/S7407064151","display_name":"PhareSST","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I14044430","host_organization_name":"Institut de recherche Robert-Sauv\u00e9 en sant\u00e9 et en s\u00e9curit\u00e9 du travail","host_organization_lineage":["https://openalex.org/I14044430"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\u00c9tudes primaires","raw_type":"text"},{"id":"doi:10.48550/arxiv.1801.07756","doi":"https://doi.org/10.48550/arxiv.1801.07756","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1801.07756","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1801.07756","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.07756","pdf_url":"https://arxiv.org/pdf/1801.07756","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2516874357","display_name":null,"funder_award_id":"401220434","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G7311193691","display_name":null,"funder_award_id":"262762","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320321110","display_name":"Institut de Recherche Robert-Sauv\u00e9 en Sant\u00e9 et en S\u00e9curit\u00e9 du Travail","ror":"https://ror.org/04e4jbv10"},{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"},{"id":"https://openalex.org/F4320330659","display_name":"Fondation Choquette-Legault","ror":"https://ror.org/039a1gf12"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2962879438.pdf","grobid_xml":"https://content.openalex.org/works/W2962879438.grobid-xml"},"referenced_works_count":92,"referenced_works":["https://openalex.org/W28988658","https://openalex.org/W582134693","https://openalex.org/W1165382972","https://openalex.org/W1522301498","https://openalex.org/W1529072761","https://openalex.org/W1530367432","https://openalex.org/W1530621222","https://openalex.org/W1565746575","https://openalex.org/W1677182931","https://openalex.org/W1731081199","https://openalex.org/W1836465849","https://openalex.org/W1857789879","https://openalex.org/W1964927968","https://openalex.org/W1973410987","https://openalex.org/W2001451792","https://openalex.org/W2004874112","https://openalex.org/W2008437881","https://openalex.org/W2015655942","https://openalex.org/W2016053056","https://openalex.org/W2020814153","https://openalex.org/W2030080377","https://openalex.org/W2032246760","https://openalex.org/W2037967616","https://openalex.org/W2043268735","https://openalex.org/W2043596210","https://openalex.org/W2044628302","https://openalex.org/W2046698687","https://openalex.org/W2050866108","https://openalex.org/W2065327112","https://openalex.org/W2085205501","https://openalex.org/W2089884466","https://openalex.org/W2091902424","https://openalex.org/W2097690077","https://openalex.org/W2101234009","https://openalex.org/W2102372511","https://openalex.org/W2106526692","https://openalex.org/W2106557140","https://openalex.org/W2110444396","https://openalex.org/W2113527162","https://openalex.org/W2115340664","https://openalex.org/W2119008936","https://openalex.org/W2120422653","https://openalex.org/W2123167643","https://openalex.org/W2123565204","https://openalex.org/W2125585124","https://openalex.org/W2129270900","https://openalex.org/W2129316790","https://openalex.org/W2134050473","https://openalex.org/W2137502844","https://openalex.org/W2141575980","https://openalex.org/W2148268262","https://openalex.org/W2149933564","https://openalex.org/W2158728671","https://openalex.org/W2161490686","https://openalex.org/W2163605009","https://openalex.org/W2165619603","https://openalex.org/W2169931829","https://openalex.org/W2170476479","https://openalex.org/W2194775991","https://openalex.org/W2233116163","https://openalex.org/W2279908671","https://openalex.org/W2285660444","https://openalex.org/W2289252105","https://openalex.org/W2295582178","https://openalex.org/W2308045930","https://openalex.org/W2313787451","https://openalex.org/W2384495648","https://openalex.org/W2415288898","https://openalex.org/W2426267443","https://openalex.org/W2489553151","https://openalex.org/W2509349291","https://openalex.org/W2516710120","https://openalex.org/W2555541061","https://openalex.org/W2564965427","https://openalex.org/W2583383421","https://openalex.org/W2589747988","https://openalex.org/W2593520649","https://openalex.org/W2616180702","https://openalex.org/W2762706434","https://openalex.org/W2770673106","https://openalex.org/W2771579111","https://openalex.org/W2793888044","https://openalex.org/W2804301333","https://openalex.org/W2886903801","https://openalex.org/W2887224044","https://openalex.org/W2949117887","https://openalex.org/W2977419794","https://openalex.org/W4252684946","https://openalex.org/W4252813286","https://openalex.org/W4319988532","https://openalex.org/W6695393524","https://openalex.org/W7094282185"],"related_works":["https://openalex.org/W2784831738","https://openalex.org/W2771579111","https://openalex.org/W4387436112","https://openalex.org/W3206368860","https://openalex.org/W4386919725","https://openalex.org/W4385337430","https://openalex.org/W7211945849","https://openalex.org/W7147005873","https://openalex.org/W3043248516","https://openalex.org/W4411476768"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"deep":[3,33,110,164],"learning":[4,34,98,111,165,192],"algorithms":[5,35,112],"have":[6],"become":[7],"increasingly":[8],"more":[9],"prominent":[10],"for":[11,134,138,203,217,223,229,235],"their":[12,256],"unparalleled":[13],"ability":[14],"to":[15,51,113,196,254],"automatically":[16],"learn":[17,114],"discriminant":[18,115],"features":[19,65,116],"from":[20,47,69,102,117,152],"large":[21,71,118],"amounts":[22,72],"of":[23,29,45,54,56,73,80,109,215],"data.":[24],"However,":[25],"within":[26],"the":[27,70,78,85,107,142,153,184,201,208,224,236,262],"field":[28],"electromyography-based":[30],"gesture":[31,90],"recognition,":[32],"are":[36,181],"seldom":[37],"employed":[38,133],"as":[39,171],"they":[40],"require":[41],"an":[42,212],"unreasonable":[43],"amount":[44],"effort":[46],"a":[48,241],"single":[49],"person,":[50],"generate":[52],"tens":[53],"thousands":[55],"examples.":[57],"This":[58],"paper's":[59],"hypothesis":[60],"is":[61,132,157,194],"that":[62,249],"general,":[63],"informative":[64],"can":[66],"be":[67],"learned":[68],"data":[74,101],"generated":[75],"by":[76],"aggregating":[77],"signals":[79],"multiple":[81,103],"users,":[82],"thus":[83],"reducing":[84],"recording":[86],"burden":[87],"while":[88,105],"enhancing":[89],"recognition.":[91],"Consequently,":[92],"this":[93,139],"paper":[94],"proposes":[95],"applying":[96],"transfer":[97,191],"on":[99,183,207],"aggregated":[100],"users":[104,253],"leveraging":[106],"capacity":[108],"datasets.":[119],"Two":[120],"datasets":[121],"comprised":[122,158],"19":[123],"and":[124,156,176,186,198,227],"17":[125,221],"able-bodied":[126,160,246],"participants,":[127],"respectively":[128],"(the":[129],"first":[130],"one":[131],"pre-training),":[135],"were":[136],"recorded":[137],"work,":[140],"using":[141],"Myo":[143,147],"armband.":[144],"A":[145],"third":[146,187],"armband":[148],"dataset":[149],"was":[150],"taken":[151],"NinaPro":[154],"database":[155],"ten":[159],"participants.":[161],"Three":[162],"different":[163,169],"networks":[166,206],"employing":[167,244],"three":[168,205],"modalities":[170],"input":[172],"(raw":[173],"EMG,":[174],"spectrograms,":[175],"continuous":[177],"wavelet":[178],"transform":[179],"(CWT))":[180],"tested":[182],"second":[185],"dataset.":[188],"The":[189],"proposed":[190],"scheme":[193],"shown":[195],"systematically":[197],"significantly":[199],"enhance":[200],"performance":[202],"all":[204],"two":[209],"datasets,":[210],"achieving":[211],"offline":[213],"accuracy":[214,265],"98.31%":[216],"7":[218],"gestures":[219,231],"over":[220,232,268],"participants":[222,234,247],"CWT-based":[225],"ConvNet":[226],"68.98%":[228],"18":[230],"10":[233],"raw":[237],"EMG-based":[238],"ConvNet.":[239],"Finally,":[240],"use-case":[242],"study":[243],"eight":[245],"suggests":[248],"real-time":[250],"feedback":[251],"allows":[252],"adapt":[255],"muscle":[257],"activation":[258],"strategy":[259],"which":[260],"reduces":[261],"degradation":[263],"in":[264],"normally":[266],"experienced":[267],"time.":[269]},"counts_by_year":[{"year":2026,"cited_by_count":70},{"year":2025,"cited_by_count":101},{"year":2024,"cited_by_count":108},{"year":2023,"cited_by_count":129},{"year":2022,"cited_by_count":109},{"year":2021,"cited_by_count":104},{"year":2020,"cited_by_count":105},{"year":2019,"cited_by_count":50},{"year":2018,"cited_by_count":11}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-07-30T00:00:00"}
