{"id":"https://openalex.org/W3089459636","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207040","title":"Deep Convolutional Spiking Neural Network Based Hand Gesture Recognition","display_name":"Deep Convolutional Spiking Neural Network Based Hand Gesture Recognition","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3089459636","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207040","mag":"3089459636"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9207040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207040","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","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/A5015956361","display_name":"Weijie Ke","orcid":null},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Weijie Ke","raw_affiliation_strings":["Electronic & Electrical Engineering, University of Strathclyde, Glasgow"],"affiliations":[{"raw_affiliation_string":"Electronic & Electrical Engineering, University of Strathclyde, Glasgow","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027279232","display_name":"Yannan Xing","orcid":"https://orcid.org/0009-0001-1250-2361"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yannan Xing","raw_affiliation_strings":["Electronic & Electrical Engineering, University of Strathclyde, Glasgow"],"affiliations":[{"raw_affiliation_string":"Electronic & Electrical Engineering, University of Strathclyde, Glasgow","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009371598","display_name":"Gaetano Di Caterina","orcid":"https://orcid.org/0000-0002-7256-0897"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gaetano Di Caterina","raw_affiliation_strings":["Electronic & Electrical Engineering, University of Strathclyde, Glasgow"],"affiliations":[{"raw_affiliation_string":"Electronic & Electrical Engineering, University of Strathclyde, Glasgow","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049987982","display_name":"Lykourgos Petropoulakis","orcid":null},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lykourgos Petropoulakis","raw_affiliation_strings":["Electronic & Electrical Engineering, University of Strathclyde, Glasgow"],"affiliations":[{"raw_affiliation_string":"Electronic & Electrical Engineering, University of Strathclyde, Glasgow","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017455396","display_name":"John J. Soraghan","orcid":"https://orcid.org/0000-0003-4418-7391"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Soraghan","raw_affiliation_strings":["Electronic & Electrical Engineering, University of Strathclyde, Glasgow"],"affiliations":[{"raw_affiliation_string":"Electronic & Electrical Engineering, University of Strathclyde, Glasgow","institution_ids":["https://openalex.org/I181647926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015956361"],"corresponding_institution_ids":["https://openalex.org/I181647926"],"apc_list":null,"apc_paid":null,"fwci":0.4352,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.59149714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9986000061035156,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8032907247543335},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7499608993530273},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.7351925373077393},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7205472588539124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6572836637496948},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6085752248764038},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6053179502487183},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4926345944404602},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4912223219871521},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.43206435441970825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8032907247543335},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7499608993530273},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.7351925373077393},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7205472588539124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6572836637496948},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6085752248764038},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6053179502487183},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4926345944404602},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4912223219871521},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.43206435441970825},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9207040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207040","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:strathprints.strath.ac.uk:74216","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/1042558.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7799999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320310234","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W792625557","https://openalex.org/W1497599289","https://openalex.org/W1906469076","https://openalex.org/W2044628302","https://openalex.org/W2048726136","https://openalex.org/W2066327120","https://openalex.org/W2100920718","https://openalex.org/W2101337260","https://openalex.org/W2163605009","https://openalex.org/W2555541061","https://openalex.org/W2591690220","https://openalex.org/W2744013291","https://openalex.org/W2898323475","https://openalex.org/W2931400272","https://openalex.org/W2983659291","https://openalex.org/W2984329907","https://openalex.org/W2991257032","https://openalex.org/W3001980148","https://openalex.org/W3003963350","https://openalex.org/W4288403646","https://openalex.org/W6622882508","https://openalex.org/W6684191040","https://openalex.org/W6761044538"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W3147379364","https://openalex.org/W2010878661","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735","https://openalex.org/W2964954556"],"abstract_inverted_index":{"Novel":[0],"technologies":[1],"for":[2,12],"EMG":[3,39,96],"(Electromyogram)":[4],"based":[5,24,71,79,97],"hand":[6,98],"gesture":[7,99],"recognition":[8,67,100],"have":[9],"been":[10],"investigated":[11],"many":[13],"industrial":[14],"applications.":[15],"In":[16],"this":[17],"paper,":[18],"a":[19,26,37],"novel":[20,38,95],"approach":[21,53],"which":[22,33],"is":[23,34,44],"on":[25,72,80],"specific":[27],"designed":[28],"spiking":[29],"convolution":[30],"neural":[31],"network":[32],"fed":[35],"by":[36],"signal":[40],"energy":[41],"density":[42],"map":[43],"presented.":[45],"The":[46],"experimental":[47,90],"results":[48,91],"indicate":[49],"that":[50],"the":[51,58,65,73,81,93,107,111],"new":[52,112],"not":[54],"only":[55],"rapidly":[56],"decreases":[57],"required":[59],"processing":[60],"time":[61],"but":[62],"also":[63],"increases":[64],"average":[66],"accuracy":[68],"to":[69,77],"98.76%":[70],"Strathclyde":[74],"dataset":[75],"and":[76,102],"98.21%":[78],"CapgMyo":[82],"open":[83],"source":[84],"dataset.":[85],"A":[86],"relative":[87],"comparison":[88],"of":[89,110],"between":[92],"proposed":[94],"methodology":[101],"other":[103],"similar":[104],"approaches":[105],"indicates":[106],"superior":[108],"effectiveness":[109],"design.":[113]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
