{"id":"https://openalex.org/W4283732747","doi":"https://doi.org/10.1109/i2mtc48687.2022.9806710","title":"EMG-Based Continuous Motion Decoding of Upper Limb with Spiking Neural Network","display_name":"EMG-Based Continuous Motion Decoding of Upper Limb with Spiking Neural Network","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4283732747","doi":"https://doi.org/10.1109/i2mtc48687.2022.9806710"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc48687.2022.9806710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc48687.2022.9806710","pdf_url":null,"source":{"id":"https://openalex.org/S4363607934","display_name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","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/A5080381229","display_name":"Yuwei Du","orcid":"https://orcid.org/0009-0008-4840-6049"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuwei Du","raw_affiliation_strings":["Harbin Institute of Technology,Department of Control Science and Engineering,Harbin,China","Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Department of Control Science and Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047471598","display_name":"Jing Jin","orcid":"https://orcid.org/0000-0001-7867-1224"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Jin","raw_affiliation_strings":["Harbin Institute of Technology,Department of Control Science and Engineering,Harbin,China","Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Department of Control Science and Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100367066","display_name":"Qiang Wang","orcid":"https://orcid.org/0000-0003-2715-0255"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Wang","raw_affiliation_strings":["Harbin Institute of Technology,Department of Control Science and Engineering,Harbin,China","Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Department of Control Science and Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033942722","display_name":"Jianyin Fan","orcid":"https://orcid.org/0009-0005-5792-8701"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyin Fan","raw_affiliation_strings":["Harbin Institute of Technology,Department of Control Science and Engineering,Harbin,China","Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,Department of Control Science and Engineering,Harbin,China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080381229"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":3.8472,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9509656,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9995999932289124,"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":0.9995999932289124,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9993000030517578,"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":0.9965000152587891,"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/spiking-neural-network","display_name":"Spiking neural network","score":0.696343183517456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6823341846466064},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6442661881446838},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.520012378692627},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5112509727478027},{"id":"https://openalex.org/keywords/neural-decoding","display_name":"Neural decoding","score":0.46140992641448975},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4394957423210144},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3386757969856262},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0811353325843811}],"concepts":[{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.696343183517456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6823341846466064},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6442661881446838},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.520012378692627},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5112509727478027},{"id":"https://openalex.org/C40743351","wikidata":"https://www.wikidata.org/wiki/Q7002049","display_name":"Neural decoding","level":3,"score":0.46140992641448975},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4394957423210144},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3386757969856262},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0811353325843811}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc48687.2022.9806710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc48687.2022.9806710","pdf_url":null,"source":{"id":"https://openalex.org/S4363607934","display_name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1977607443","https://openalex.org/W2006370340","https://openalex.org/W2080596365","https://openalex.org/W2141406023","https://openalex.org/W2167170208","https://openalex.org/W2762706434","https://openalex.org/W2891530223","https://openalex.org/W2897998082","https://openalex.org/W2955596007","https://openalex.org/W2988396111","https://openalex.org/W2991240488","https://openalex.org/W3006936931","https://openalex.org/W3090951784","https://openalex.org/W3106884676","https://openalex.org/W6754595668"],"related_works":["https://openalex.org/W3067752700","https://openalex.org/W2098373948","https://openalex.org/W1534867933","https://openalex.org/W2587713090","https://openalex.org/W2963141266","https://openalex.org/W2090610152","https://openalex.org/W2896393657","https://openalex.org/W2744712844","https://openalex.org/W4310719664","https://openalex.org/W2742276804"],"abstract_inverted_index":{"Surface":[0],"electromyography":[1],"(EMG),":[2],"generated":[3],"during":[4],"muscle":[5],"activities":[6,81],"of":[7,29,34,82],"human":[8,19,79,94],"beings,":[9],"allows":[10],"intuitive":[11],"control":[12,37],"for":[13,73],"human-robot":[14],"interaction":[15],"to":[16,102,122,129],"happen.":[17],"Decoding":[18],"movement":[20],"intention":[21],"from":[22,107,133],"EMG":[23,110],"accurately":[24],"and":[25,55,71,112],"instantaneously":[26],"is":[27,46,68,100,127],"one":[28],"the":[30,35,74,123],"most":[31],"important":[32],"parts":[33],"whole":[36],"task.":[38,97],"Spiking":[39],"neural":[40],"network":[41],"(SNN)":[42],"with":[43,52,61,117],"spiking":[44],"neurons":[45,54],"more":[47,69],"computationally":[48],"powerful":[49],"than":[50],"networks":[51],"non-spiking":[53],"contains":[56],"temporal":[57],"information":[58,132],"(time-dependency).":[59],"Compared":[60],"discrete":[62],"motion":[63,66,95,131],"classification":[64],"task,":[65],"regression":[67,96],"meaningful":[70],"helpful":[72],"underlying":[75],"applications":[76],"including":[77],"assisting":[78],"beings\u2019":[80],"daily":[83],"living":[84],"(ADLs).":[85],"We":[86],"proposed":[87],"a":[88],"novel":[89],"method":[90],"deploying":[91],"SNN":[92,99,126],"in":[93],"An":[98],"built":[101],"decode":[103,130],"elbow":[104],"joint":[105],"angle":[106],"preprocessed":[108],"surface":[109,134],"signals":[111],"achieved":[113],"satisfying":[114],"accuracy":[115],"compared":[116],"long":[118],"short-term":[119],"memory.":[120],"According":[121],"experiment":[124],"results,":[125],"competent":[128],"EMG.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
