{"id":"https://openalex.org/W2993273994","doi":"https://doi.org/10.1109/biocas.2019.8919034","title":"Decoding Forelimb Muscle Activity with Local Field Potentials from Mouse Motor Cortex","display_name":"Decoding Forelimb Muscle Activity with Local Field Potentials from Mouse Motor Cortex","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2993273994","doi":"https://doi.org/10.1109/biocas.2019.8919034","mag":"2993273994"},"language":"en","primary_location":{"id":"doi:10.1109/biocas.2019.8919034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2019.8919034","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Biomedical Circuits and Systems Conference (BioCAS)","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/A5047651169","display_name":"Yizuo Ren","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yizuo Ren","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, PR China"],"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, PR China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064265803","display_name":"Xingchen Ran","orcid":"https://orcid.org/0000-0002-3868-0713"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingchen Ran","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, PR China"],"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, PR China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357388","display_name":"Weidong Chen","orcid":"https://orcid.org/0000-0003-1259-7660"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Chen","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, PR China"],"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, PR China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009996306","display_name":"Shaomin Zhang","orcid":"https://orcid.org/0000-0001-6311-5946"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaomin Zhang","raw_affiliation_strings":["Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, PR China"],"affiliations":[{"raw_affiliation_string":"Qiushi Academy for Advanced Studies, Zhejiang University, Hangzhou, PR China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047651169"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.15168628,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9994999766349792,"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/local-field-potential","display_name":"Local field potential","score":0.804498016834259},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.771317720413208},{"id":"https://openalex.org/keywords/forelimb","display_name":"Forelimb","score":0.7629672288894653},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.7271074056625366},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.6343807578086853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6195760369300842},{"id":"https://openalex.org/keywords/motor-cortex","display_name":"Motor cortex","score":0.5873041152954102},{"id":"https://openalex.org/keywords/biceps","display_name":"Biceps","score":0.5034112334251404},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.449826180934906},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42123350501060486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41345012187957764},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.398414671421051},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.15134048461914062},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14992353320121765},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.14443722367286682},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13024282455444336}],"concepts":[{"id":"https://openalex.org/C117838684","wikidata":"https://www.wikidata.org/wiki/Q533483","display_name":"Local field potential","level":2,"score":0.804498016834259},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.771317720413208},{"id":"https://openalex.org/C2778646069","wikidata":"https://www.wikidata.org/wiki/Q5468632","display_name":"Forelimb","level":2,"score":0.7629672288894653},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.7271074056625366},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.6343807578086853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6195760369300842},{"id":"https://openalex.org/C2778373776","wikidata":"https://www.wikidata.org/wiki/Q18696","display_name":"Motor cortex","level":3,"score":0.5873041152954102},{"id":"https://openalex.org/C2781425419","wikidata":"https://www.wikidata.org/wiki/Q201363","display_name":"Biceps","level":2,"score":0.5034112334251404},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.449826180934906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42123350501060486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41345012187957764},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.398414671421051},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.15134048461914062},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14992353320121765},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.14443722367286682},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13024282455444336},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/biocas.2019.8919034","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2019.8919034","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Biomedical Circuits and Systems Conference (BioCAS)","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":19,"referenced_works":["https://openalex.org/W71081281","https://openalex.org/W1483156930","https://openalex.org/W1530469796","https://openalex.org/W1967466457","https://openalex.org/W1976955716","https://openalex.org/W2000873088","https://openalex.org/W2006437404","https://openalex.org/W2016936587","https://openalex.org/W2037773230","https://openalex.org/W2093100633","https://openalex.org/W2103032521","https://openalex.org/W2105044329","https://openalex.org/W2116988324","https://openalex.org/W2138562519","https://openalex.org/W2154385999","https://openalex.org/W2538079766","https://openalex.org/W2538697726","https://openalex.org/W2587316859","https://openalex.org/W6675889371"],"related_works":["https://openalex.org/W1967115349","https://openalex.org/W2556174952","https://openalex.org/W2154385999","https://openalex.org/W2043698008","https://openalex.org/W1781000532","https://openalex.org/W2066226979","https://openalex.org/W2029631651","https://openalex.org/W2972829782","https://openalex.org/W2155433468","https://openalex.org/W2170780622"],"abstract_inverted_index":{"Electromyography":[0],"(EMG)":[1],"decoding":[2,111,150,165],"is":[3,47],"an":[4],"important":[5],"tool":[6],"to":[7,28,51,72,127,147],"study":[8],"how":[9],"the":[10,13,16,74,78,83,87,98,101,129,135,163],"cortex":[11],"controls":[12],"muscles":[14],"of":[15,82,90,131],"limbs.":[17],"Both":[18],"spike":[19],"and":[20,43,103,120,172,176],"local":[21],"field":[22],"potentials":[23],"(LFPs)":[24],"have":[25,37],"been":[26,38],"used":[27],"decode":[29,73],"EMG":[30,75,102,132],"in":[31,40,55],"previous":[32],"studies":[33,54],"where":[34],"good":[35,149],"performances":[36],"achieved":[39,162],"both":[41],"rats":[42],"monkeys.":[44],"However,":[45],"it":[46],"a":[48,59,154],"big":[49],"challenge":[50],"carry":[52],"out":[53],"mice":[56,95],"because":[57],"only":[58,153],"few":[60,155],"electrodes":[61],"are":[62,145],"available":[63],"for":[64],"neural":[65],"recording.":[66],"In":[67,159],"this":[68],"study,":[69],"we":[70],"tried":[71],"signal":[76],"from":[77,134],"biceps":[79],"brachii":[80],"muscle":[81],"forelimb":[84],"by":[85],"using":[86],"LFP":[88,105,136],"signals":[89,106,133],"their":[91],"motor":[92],"cortex.":[93],"When":[94],"were":[96,107,125,157,174],"performing":[97],"lever-pressing":[99],"task,":[100],"4-channel":[104],"synchronously":[108],"collected.":[109],"Three":[110],"algorithms,":[112,169],"Kalman":[113],"Filter,":[114],"General":[115],"Regression":[116],"Neural":[117,122],"Network":[118,123],"(GRNN)":[119],"Recurrent":[121],"(RNN),":[124],"employed":[126],"extract":[128],"envelope":[130],"signals.":[137],"Our":[138],"results":[139],"showed":[140],"that":[141],"all":[142],"three":[143],"algorithms":[144],"able":[146],"achieve":[148],"performance":[151,166],"even":[152],"channels":[156],"used.":[158],"addition,":[160],"RNN":[161],"best":[164],"among":[167],"these":[168],"whose":[170],"CC":[171],"MSE":[173],"0.83":[175],"0.013":[177],"respectively.":[178]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
