{"id":"https://openalex.org/W2897960454","doi":"https://doi.org/10.1109/tbme.2018.2876068","title":"Continuous Wavelet Transform for Decoding Finger Movements From Single-Channel EEG","display_name":"Continuous Wavelet Transform for Decoding Finger Movements From Single-Channel EEG","publication_year":2018,"publication_date":"2018-10-16","ids":{"openalex":"https://openalex.org/W2897960454","doi":"https://doi.org/10.1109/tbme.2018.2876068","mag":"2897960454","pmid":"https://pubmed.ncbi.nlm.nih.gov/30334749"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2018.2876068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2018.2876068","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5080099820","display_name":"Jacob B. Salyers","orcid":"https://orcid.org/0000-0001-5614-5370"},"institutions":[{"id":"https://openalex.org/I187476118","display_name":"Saint Louis University","ror":"https://ror.org/03fkbz285","country_code":"ES","type":"education","lineage":["https://openalex.org/I187476118"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jacob B. Salyers","raw_affiliation_strings":["Biomedical Engineering Department, Saint Louis University"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Saint Louis University","institution_ids":["https://openalex.org/I187476118"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101778113","display_name":"Yue Dong","orcid":"https://orcid.org/0000-0002-0434-4367"},"institutions":[{"id":"https://openalex.org/I187476118","display_name":"Saint Louis University","ror":"https://ror.org/03fkbz285","country_code":"ES","type":"education","lineage":["https://openalex.org/I187476118"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Yue Dong","raw_affiliation_strings":["Biomedical Engineering Department, Saint Louis University"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Saint Louis University","institution_ids":["https://openalex.org/I187476118"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031470488","display_name":"Yan Gai","orcid":"https://orcid.org/0000-0002-1228-8705"},"institutions":[{"id":"https://openalex.org/I47838141","display_name":"Saint Louis University","ror":"https://ror.org/01p7jjy08","country_code":"US","type":"education","lineage":["https://openalex.org/I47838141"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Gai","raw_affiliation_strings":["Biomedical Engineering Department, Saint Louis University, St. Louis, MO, USA"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Saint Louis University, St. Louis, MO, USA","institution_ids":["https://openalex.org/I47838141"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080099820"],"corresponding_institution_ids":["https://openalex.org/I187476118"],"apc_list":null,"apc_paid":null,"fwci":1.4814,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.81410528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"66","issue":"6","first_page":"1588","last_page":"1597"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":0.9944000244140625,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/electroencephalography","display_name":"Electroencephalography","score":0.7658807039260864},{"id":"https://openalex.org/keywords/spectrogram","display_name":"Spectrogram","score":0.7145556807518005},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.6515101194381714},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5650392770767212},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5513031482696533},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5435724854469299},{"id":"https://openalex.org/keywords/index-finger","display_name":"Index finger","score":0.5309929847717285},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5099188089370728},{"id":"https://openalex.org/keywords/continuous-wavelet-transform","display_name":"Continuous wavelet transform","score":0.4705653190612793},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45992690324783325},{"id":"https://openalex.org/keywords/thumb","display_name":"Thumb","score":0.4479029178619385},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4456965923309326},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.42544832825660706},{"id":"https://openalex.org/keywords/time\u2013frequency-analysis","display_name":"Time\u2013frequency analysis","score":0.4214671850204468},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3157203197479248},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.24187812209129333},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.231524258852005},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.10934856534004211},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1013995110988617}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7658807039260864},{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.7145556807518005},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.6515101194381714},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5650392770767212},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5513031482696533},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5435724854469299},{"id":"https://openalex.org/C2777087348","wikidata":"https://www.wikidata.org/wiki/Q184848","display_name":"Index finger","level":2,"score":0.5309929847717285},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5099188089370728},{"id":"https://openalex.org/C95722684","wikidata":"https://www.wikidata.org/wiki/Q2622756","display_name":"Continuous wavelet transform","level":5,"score":0.4705653190612793},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45992690324783325},{"id":"https://openalex.org/C2776881184","wikidata":"https://www.wikidata.org/wiki/Q83360","display_name":"Thumb","level":2,"score":0.4479029178619385},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4456965923309326},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.42544832825660706},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.4214671850204468},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3157203197479248},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.24187812209129333},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.231524258852005},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.10934856534004211},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1013995110988617},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005385","descriptor_name":"Fingers","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005385","descriptor_name":"Fingers","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005385","descriptor_name":"Fingers","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2018.2876068","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2018.2876068","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:30334749","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30334749","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W652383646","https://openalex.org/W1872995901","https://openalex.org/W1924661055","https://openalex.org/W1964593594","https://openalex.org/W1967288502","https://openalex.org/W1969876653","https://openalex.org/W1980553000","https://openalex.org/W1988988635","https://openalex.org/W1989895341","https://openalex.org/W1993968723","https://openalex.org/W1995957606","https://openalex.org/W2003877340","https://openalex.org/W2006817722","https://openalex.org/W2007516893","https://openalex.org/W2010708142","https://openalex.org/W2024486946","https://openalex.org/W2039750868","https://openalex.org/W2059301809","https://openalex.org/W2060047008","https://openalex.org/W2074583441","https://openalex.org/W2082699722","https://openalex.org/W2109111026","https://openalex.org/W2114029543","https://openalex.org/W2116308679","https://openalex.org/W2132999426","https://openalex.org/W2149102339","https://openalex.org/W2152685880","https://openalex.org/W2152949490","https://openalex.org/W2171782446","https://openalex.org/W2289809974","https://openalex.org/W2293149528","https://openalex.org/W2343882057","https://openalex.org/W2611785321","https://openalex.org/W2731588688","https://openalex.org/W2752922942","https://openalex.org/W2754265241","https://openalex.org/W2775675829","https://openalex.org/W4205980429","https://openalex.org/W6640411972"],"related_works":["https://openalex.org/W2101358367","https://openalex.org/W2114559080","https://openalex.org/W2367537358","https://openalex.org/W2318231776","https://openalex.org/W2013459885","https://openalex.org/W1498321036","https://openalex.org/W1642833580","https://openalex.org/W3142026135","https://openalex.org/W2020584285","https://openalex.org/W2991385931"],"abstract_inverted_index":{"Human":[0,57],"body":[1],"movements":[2],"can":[3],"be":[4],"reflected":[5],"in":[6,27,39,232],"brain":[7],"signals":[8,16,52],"and":[9,34,90,135,154,227],"collected":[10],"noninvasively":[11],"with":[12,108,112,164,179,193],"electroencephalography":[13],"(EEG).":[14],"Motor-related":[15],"include":[17],"sensory":[18],"motor":[19,92],"rhythms":[20],"(also":[21],"known":[22],"as":[23],"the":[24,28,40,50,66,74,165,173,184,187,203,209],"Mu":[25,124,155,180,228],"wave)":[26],"upper-alpha":[29],"band":[30],"of":[31,44,65,69,76,183,212],"8-13":[32],"Hz":[33],"slow":[35],"cortical":[36],"potentials":[37],"(SCPs)":[38],"low":[41],"frequency":[42],"range":[43],"0.1-5":[45],"Hz.":[46],"This":[47,205],"study":[48,206],"compares":[49],"two":[51],"for":[53,97,129,161,181],"decoding":[54,202],"finger":[55,175,189,224],"movements.":[56,225],"subjects":[58],"were":[59,95],"asked":[60],"to":[61,121,125,144,230],"individually":[62],"lift":[63],"each":[64,130],"five":[67],"digits":[68],"their":[70],"right":[71],"hand,":[72],"at":[73],"rate":[75],"one":[77],"every":[78],"10":[79],"s.":[80],"EEG":[81],"was":[82,119,142,176,190],"recorded":[83],"using":[84],"a":[85,127,149,213],"bipolar":[86],"montage":[87],"between":[88],"ipsilateral":[89],"contralateral":[91],"cortices.":[93],"Electromyograms":[94],"obtained":[96],"identifying":[98],"movement":[99],"onsets.":[100],"Linear":[101],"discriminant":[102],"analysis":[103],"(LDA)":[104],"generated":[105],"significant":[106,158],"performance":[107],"SCPs":[109,122,226],"but":[110,235],"not":[111],"Mu.":[113],"Meanwhile,":[114],"continuous":[115],"wavelet":[116],"transform":[117],"(CWT)":[118],"applied":[120],"or":[123],"create":[126],"spectrogram":[128],"finger,":[131],"showing":[132],"distinctive":[133],"amplitude":[134],"phase":[136,217],"patterns.":[137],"A":[138],"dprime-based":[139],"weighting":[140],"algorithm":[141,197],"used":[143],"extract":[145],"time-frequency":[146,210],"features.":[147],"With":[148],"template-matching":[150],"paradigm,":[151],"both":[152],"SCP":[153],"spectrograms":[156],"yielded":[157],"classification":[159],"accuracies":[160],"multiple":[162],"subjects,":[163,185],"highest":[166],"being":[167],">50%":[168],"(chance":[169],"=":[170],"20%).":[171],"Interestingly,":[172],"index":[174],"better":[177,191,201],"distinguished":[178,192],"most":[182],"whereas":[186],"ring":[188],"SCPs.":[194],"The":[195],"CWT":[196],"outperformed":[198],"LDA":[199],"by":[200],"thumb.":[204],"suggests":[207],"that":[208],"characteristics":[211],"single-channel":[214],"EEG,":[215],"when":[216],"is":[218],"preserved,":[219],"contain":[220],"critical":[221],"information":[222],"on":[223],"seem":[229],"work":[231],"an":[233],"independent":[234],"complementary":[236],"manner.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
