{"id":"https://openalex.org/W2024767431","doi":"https://doi.org/10.1109/iceee.2010.5608667","title":"Algorithm for identification of motor unit action potentials based on wavelet transform and neural networks","display_name":"Algorithm for identification of motor unit action potentials based on wavelet transform and neural networks","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W2024767431","doi":"https://doi.org/10.1109/iceee.2010.5608667","mag":"2024767431"},"language":"en","primary_location":{"id":"doi:10.1109/iceee.2010.5608667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceee.2010.5608667","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control","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/A5066780558","display_name":"Alejandro P. Marquez L.","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Alejandro P. Marquez L.","raw_affiliation_strings":["Departmento de Ingenier\u00eda El\u00e9ctrica, Centro de investigaci\u00f3n y de Estudios Avanzados del IPN, DF, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Departmento de Ingenier\u00eda El\u00e9ctrica, Centro de investigaci\u00f3n y de Estudios Avanzados del IPN, DF, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008650336","display_name":"Alfredo Ramerez-Garcia","orcid":null},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alfredo Ramerez-Garcia","raw_affiliation_strings":["Departmento de Ingenier\u00eda El\u00e9ctrica, Centro de investigaci\u00f3n y de Estudios Avanzados del IPN, DF, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Departmento de Ingenier\u00eda El\u00e9ctrica, Centro de investigaci\u00f3n y de Estudios Avanzados del IPN, DF, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102880279","display_name":"R. Mu\u00f1oz","orcid":"https://orcid.org/0000-0001-5247-4580"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Roberto Munoz G.","raw_affiliation_strings":["Departmento de Ingenier\u00eda El\u00e9ctrica, Centro de investigaci\u00f3n y de Estudios Avanzados del IPN, DF, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Departmento de Ingenier\u00eda El\u00e9ctrica, Centro de investigaci\u00f3n y de Estudios Avanzados del IPN, DF, M\u00e9xico","institution_ids":["https://openalex.org/I59361560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066780558"],"corresponding_institution_ids":["https://openalex.org/I59361560"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10919867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":null,"first_page":"242","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.998199999332428,"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":0.998199999332428,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6852556467056274},{"id":"https://openalex.org/keywords/motor-unit","display_name":"Motor unit","score":0.6591540575027466},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6094685196876526},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6074200868606567},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.5780642032623291},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5440288782119751},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5208214521408081},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.516851007938385},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.467639684677124},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.466372549533844},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.44247204065322876},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19606101512908936},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.10069629549980164}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6852556467056274},{"id":"https://openalex.org/C2781425072","wikidata":"https://www.wikidata.org/wiki/Q1889028","display_name":"Motor unit","level":2,"score":0.6591540575027466},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6094685196876526},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6074200868606567},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.5780642032623291},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5440288782119751},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5208214521408081},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.516851007938385},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.467639684677124},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.466372549533844},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44247204065322876},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19606101512908936},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.10069629549980164},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceee.2010.5608667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceee.2010.5608667","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 7th International Conference on Electrical Engineering Computing Science and Automatic Control","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W94169221","https://openalex.org/W188272913","https://openalex.org/W1601459990","https://openalex.org/W1988739857","https://openalex.org/W2000549005","https://openalex.org/W2067164343","https://openalex.org/W2070057101","https://openalex.org/W2076943262","https://openalex.org/W2116302986","https://openalex.org/W2123182941","https://openalex.org/W2150214767","https://openalex.org/W2546742707","https://openalex.org/W3082027000","https://openalex.org/W3148545908","https://openalex.org/W4233705760"],"related_works":["https://openalex.org/W2739612537","https://openalex.org/W2382174632","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2466682400","https://openalex.org/W2349174696","https://openalex.org/W2902714807","https://openalex.org/W4324325628","https://openalex.org/W2360241746","https://openalex.org/W2077021924"],"abstract_inverted_index":{"Nowadays,":[0],"it":[1],"is":[2],"common":[3],"to":[4,58,73],"identify":[5,74],"some":[6],"neuromuscular":[7],"disorders":[8,16],"from":[9],"the":[10,20,24,26,38,60,75,99],"myoelectric":[11],"signals":[12],"(MES).":[13],"Often,":[14],"these":[15,115],"are":[17],"reflected":[18],"in":[19,43,105],"basic":[21],"components":[22],"of":[23,40,63,88],"MES,":[25],"motor":[27],"unit":[28],"action":[29],"potentials":[30],"(MUAP).":[31],"This":[32],"work":[33],"presents":[34],"an":[35,78],"approach":[36,87],"for":[37,132],"decomposition":[39],"intramuscular":[41],"MES":[42],"its":[44,66],"essential":[45],"MUAPs,":[46],"through":[47,98],"analysis":[48],"(wavelet":[49],"transform)":[50],"and":[51,65,90,114,129],"classification":[52],"(neural":[53],"networks)":[54],"tools.":[55],"Decomposition":[56],"aims":[57],"obtain":[59],"largest":[61],"number":[62],"MUAP":[64,113],"features.":[67],"The":[68],"wavelet":[69],"transform":[70],"was":[71,82,95],"used":[72],"MUAPs;":[76],"after,":[77],"artificial":[79],"neural":[80],"network":[81],"implemented":[83],"as":[84],"a":[85,92,103,106],"first":[86],"classification;":[89],"finally,":[91],"second":[93],"sorting":[94],"carried":[96],"out":[97],"firing":[100,127],"rate.":[101],"As":[102],"result,":[104],"record":[107],"were":[108,116,135],"identified":[109],"more":[110],"than":[111],"100":[112],"grouped":[117],"into":[118],"three":[119],"classes":[120],"with":[121],"2":[122],"subclasses":[123],"each":[124,133],"one.":[125],"Finally":[126],"rates":[128],"average":[130],"errors":[131],"group":[134],"obtained.":[136]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
