{"id":"https://openalex.org/W2966833958","doi":"https://doi.org/10.1007/978-3-030-26766-7_68","title":"A Survey on Deep Learning in Electromyographic Signal Analysis","display_name":"A Survey on Deep Learning in Electromyographic Signal Analysis","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2966833958","doi":"https://doi.org/10.1007/978-3-030-26766-7_68","mag":"2966833958"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-26766-7_68","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-26766-7_68","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5058770707","display_name":"Domenico Buongiorno","orcid":"https://orcid.org/0000-0002-2024-5369"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Domenico Buongiorno","raw_affiliation_strings":["Apulian Bioengineering s.r.l., Via delle Violette n814, Modugno, BA, Italy","Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Apulian Bioengineering s.r.l., Via delle Violette n814, Modugno, BA, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076646275","display_name":"Giacomo Donato Cascarano","orcid":"https://orcid.org/0000-0002-1712-3723"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo Donato Cascarano","raw_affiliation_strings":["Apulian Bioengineering s.r.l., Via delle Violette n814, Modugno, BA, Italy","Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Apulian Bioengineering s.r.l., Via delle Violette n814, Modugno, BA, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058629014","display_name":"Antonio Brunetti","orcid":"https://orcid.org/0000-0002-1934-0983"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Brunetti","raw_affiliation_strings":["Apulian Bioengineering s.r.l., Via delle Violette n814, Modugno, BA, Italy","Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Apulian Bioengineering s.r.l., Via delle Violette n814, Modugno, BA, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045287189","display_name":"Irio De Feudis","orcid":"https://orcid.org/0000-0002-1673-8064"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Irio De Feudis","raw_affiliation_strings":["Apulian Bioengineering s.r.l., Via delle Violette n814, Modugno, BA, Italy","Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Apulian Bioengineering s.r.l., Via delle Violette n814, Modugno, BA, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050013557","display_name":"Vitoantonio Bevilacqua","orcid":"https://orcid.org/0000-0002-3088-0788"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vitoantonio Bevilacqua","raw_affiliation_strings":["Apulian Bioengineering s.r.l., Via delle Violette n814, Modugno, BA, Italy","Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Apulian Bioengineering s.r.l., Via delle Violette n814, Modugno, BA, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Electrical and Information Engineering, Polytechnic University of Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5058770707"],"corresponding_institution_ids":["https://openalex.org/I68618741"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.648,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.97290672,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"751","last_page":"761"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998000264167786,"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":0.9998000264167786,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.996999979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.831692099571228},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6185126900672913},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.6057174801826477},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5973223447799683},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5431815981864929},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4447677731513977},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4391060173511505},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.4366081953048706},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4275829792022705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4149087965488434},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4122498333454132},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37671852111816406},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17470186948776245}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.831692099571228},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6185126900672913},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.6057174801826477},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5973223447799683},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5431815981864929},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4447677731513977},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4391060173511505},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.4366081953048706},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4275829792022705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4149087965488434},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4122498333454132},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37671852111816406},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17470186948776245},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"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/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-26766-7_68","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-26766-7_68","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1593823279","https://openalex.org/W1633885051","https://openalex.org/W1672123165","https://openalex.org/W1991208200","https://openalex.org/W2018371612","https://openalex.org/W2042559635","https://openalex.org/W2151745025","https://openalex.org/W2160494516","https://openalex.org/W2160815625","https://openalex.org/W2166512711","https://openalex.org/W2184045248","https://openalex.org/W2247200904","https://openalex.org/W2292475108","https://openalex.org/W2342619534","https://openalex.org/W2365457334","https://openalex.org/W2493474345","https://openalex.org/W2501720163","https://openalex.org/W2506721812","https://openalex.org/W2508171209","https://openalex.org/W2516710120","https://openalex.org/W2522946678","https://openalex.org/W2530955595","https://openalex.org/W2565516711","https://openalex.org/W2604843307","https://openalex.org/W2746483198","https://openalex.org/W2762367260","https://openalex.org/W2765746460","https://openalex.org/W2777745372","https://openalex.org/W2790597322","https://openalex.org/W2791697444","https://openalex.org/W2792062136","https://openalex.org/W2792578571","https://openalex.org/W2797694788","https://openalex.org/W2802245953","https://openalex.org/W2803512354","https://openalex.org/W2804163812","https://openalex.org/W2811054880","https://openalex.org/W2879635119","https://openalex.org/W2883075544","https://openalex.org/W2886269540","https://openalex.org/W2889042945","https://openalex.org/W2892307477","https://openalex.org/W2892311509","https://openalex.org/W2892959507","https://openalex.org/W2898716605","https://openalex.org/W2898717010","https://openalex.org/W2899020521","https://openalex.org/W2899274463","https://openalex.org/W2900778589","https://openalex.org/W2907397687","https://openalex.org/W2907951742","https://openalex.org/W2909947941","https://openalex.org/W2941914178","https://openalex.org/W2963919481","https://openalex.org/W4245611133"],"related_works":["https://openalex.org/W2537963312","https://openalex.org/W2066003895","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3029198973","https://openalex.org/W2131169870","https://openalex.org/W3014136459"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}