{"id":"https://openalex.org/W2091324827","doi":"https://doi.org/10.1109/ices.2013.6613285","title":"Investigating evolvable hardware classification for the BioSleeve electromyographic interface","display_name":"Investigating evolvable hardware classification for the BioSleeve electromyographic interface","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2091324827","doi":"https://doi.org/10.1109/ices.2013.6613285","mag":"2091324827"},"language":"en","primary_location":{"id":"doi:10.1109/ices.2013.6613285","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ices.2013.6613285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Evolvable Systems (ICES)","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/A5051938848","display_name":"Kyrre Glette","orcid":"https://orcid.org/0000-0003-3550-3225"},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Kyrre Glette","raw_affiliation_strings":["Department of Informatics, University of Oslo, Oslo, Norway","[Dept. of Inf., Univ. of Oslo Oslo, Oslo, Norway]"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Oslo, Oslo, Norway","institution_ids":["https://openalex.org/I184942183"]},{"raw_affiliation_string":"[Dept. of Inf., Univ. of Oslo Oslo, Oslo, Norway]","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103169727","display_name":"Paul Kaufmann","orcid":"https://orcid.org/0000-0001-7196-389X"},"institutions":[{"id":"https://openalex.org/I106157433","display_name":"University of Kassel","ror":"https://ror.org/04zc7p361","country_code":"DE","type":"education","lineage":["https://openalex.org/I106157433"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Paul Kaufmann","raw_affiliation_strings":["Faculty of EE and CS, University of Kassel, Kassel, Germany","Fac. of EE & CS, Univ. of Kassel, Kassel, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of EE and CS, University of Kassel, Kassel, Germany","institution_ids":["https://openalex.org/I106157433"]},{"raw_affiliation_string":"Fac. of EE & CS, Univ. of Kassel, Kassel, Germany","institution_ids":["https://openalex.org/I106157433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113567852","display_name":"Christopher Assad","orcid":null},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher Assad","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","Jet Propulsion Lab., California Insitute of Technol., Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Jet Propulsion Lab., California Insitute of Technol., Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102865603","display_name":"Michael Wolf","orcid":"https://orcid.org/0000-0003-0428-1172"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael T. Wolf","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","Jet Propulsion Lab., California Insitute of Technol., Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]},{"raw_affiliation_string":"Jet Propulsion Lab., California Insitute of Technol., Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051938848"],"corresponding_institution_ids":["https://openalex.org/I184942183"],"apc_list":null,"apc_paid":null,"fwci":0.9885,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.83129375,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9728000164031982,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/classifier","display_name":"Classifier (UML)","score":0.78192138671875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7638006210327148},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7120857238769531},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6783515214920044},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5930526256561279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5930066108703613},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5653294324874878},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5507506132125854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4863189160823822},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45127102732658386},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.41367608308792114},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33404675126075745},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.20884373784065247}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.78192138671875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7638006210327148},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7120857238769531},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6783515214920044},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5930526256561279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5930066108703613},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5653294324874878},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5507506132125854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4863189160823822},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45127102732658386},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.41367608308792114},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33404675126075745},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20884373784065247}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ices.2013.6613285","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ices.2013.6613285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Evolvable Systems (ICES)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.463.3161","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.463.3161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://heim.ifi.uio.no/~kyrrehg/pubs/Gle13a.pdf","raw_type":"text"},{"id":"pmh:oai:www.duo.uio.no:10852/38021","is_oa":false,"landing_page_url":"http://hdl.handle.net/10852/38021","pdf_url":null,"source":{"id":"https://openalex.org/S4306401717","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W145571415","https://openalex.org/W1485638949","https://openalex.org/W1500244353","https://openalex.org/W1510344799","https://openalex.org/W1544659150","https://openalex.org/W1572784546","https://openalex.org/W1596029533","https://openalex.org/W1676738781","https://openalex.org/W1699410824","https://openalex.org/W1971270920","https://openalex.org/W1988790447","https://openalex.org/W2014078625","https://openalex.org/W2025975952","https://openalex.org/W2096553993","https://openalex.org/W2096999979","https://openalex.org/W2113190957","https://openalex.org/W2122215532","https://openalex.org/W2123679721","https://openalex.org/W2129652299","https://openalex.org/W2133990480","https://openalex.org/W2135514714","https://openalex.org/W2136024396","https://openalex.org/W2139212933","https://openalex.org/W2153635508","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2977419794","https://openalex.org/W3193477162","https://openalex.org/W4212883601","https://openalex.org/W4248437541","https://openalex.org/W6605887001","https://openalex.org/W6630486734","https://openalex.org/W6632703747","https://openalex.org/W6634429484"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735","https://openalex.org/W4322710567"],"abstract_inverted_index":{"We":[0,29,91],"investigate":[1,30,93],"the":[2,15,21,75,82,99,103,109,126,134,138],"applicability":[3],"of":[4,23,44,74,102,108,128],"an":[5],"evolvable":[6],"hardware":[7],"classifier":[8,76,83,104],"architecture":[9,77,84],"for":[10,33,57,62,67,97,124,137],"electromyography":[11],"(EMG)":[12],"data":[13],"from":[14],"BioSleeve":[16],"wearable":[17],"human-machine":[18],"interface,":[19],"with":[20,35,105],"goal":[22],"having":[24],"embedded":[25],"training":[26,98,111,129,135],"and":[27,37,40,49,60,131],"classification.":[28],"classification":[31,118],"accuracy":[32],"datasets":[34],"17":[36,58],"11":[38,63],"gestures":[39,59],"compare":[41],"to":[42],"results":[43,66],"Support":[45],"Vector":[46],"Machines":[47],"(SVM)":[48],"Random":[50],"Forest":[51],"classifiers.":[52],"Classification":[53],"accuracies":[54],"are":[55,78],"91.5%":[56],"94.4%":[61],"gestures.":[64],"Initial":[65],"a":[68,87,94,106],"field":[69],"programmable":[70],"array":[71],"(FPGA)":[72],"implementation":[73],"reported,":[79],"showing":[80,114],"that":[81],"fits":[85],"in":[86,117],"Xilinx":[88],"XC6SLX45":[89],"FPGA.":[90],"also":[92,121],"bagging-inspired":[95],"approach":[96],"individual":[100],"components":[101],"subset":[107],"full":[110],"data.":[112],"While":[113],"some":[115],"improvement":[116],"accuracy,":[119],"it":[120],"proves":[122],"useful":[123],"reducing":[125,133],"number":[127],"instances":[130],"thus":[132],"time":[136],"classifier.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
