{"id":"https://openalex.org/W4313495768","doi":"https://doi.org/10.1109/scisisis55246.2022.10002132","title":"Classification of finger movement based on EEG phase using deep learning","display_name":"Classification of finger movement based on EEG phase using deep learning","publication_year":2022,"publication_date":"2022-11-29","ids":{"openalex":"https://openalex.org/W4313495768","doi":"https://doi.org/10.1109/scisisis55246.2022.10002132"},"language":"en","primary_location":{"id":"doi:10.1109/scisisis55246.2022.10002132","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scisisis55246.2022.10002132","pdf_url":null,"source":{"id":"https://openalex.org/S4363607982","display_name":"2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","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 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","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/A5101619382","display_name":"Wenhao Han","orcid":"https://orcid.org/0000-0001-6293-8123"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Han Wenhao","raw_affiliation_strings":["Yamagata University,Graduate School of Science and Engineering,Yonezawa,Japan,992-8510"],"affiliations":[{"raw_affiliation_string":"Yamagata University,Graduate School of Science and Engineering,Yonezawa,Japan,992-8510","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462123","display_name":"\u041b\u0435\u0439 \u041c\u0430","orcid":"https://orcid.org/0000-0001-6024-3854"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ma Lei","raw_affiliation_strings":["Yamagata University,Graduate School of Science and Engineering,Yonezawa,Japan,992-8510"],"affiliations":[{"raw_affiliation_string":"Yamagata University,Graduate School of Science and Engineering,Yonezawa,Japan,992-8510","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041001005","display_name":"Kosuke Hashimoto","orcid":null},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kosuke Hashimoto","raw_affiliation_strings":["Yamagata University,Graduate School of Science and Engineering,Yonezawa,Japan,992-8510"],"affiliations":[{"raw_affiliation_string":"Yamagata University,Graduate School of Science and Engineering,Yonezawa,Japan,992-8510","institution_ids":["https://openalex.org/I112524849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101412157","display_name":"Tadanori Fukami","orcid":"https://orcid.org/0000-0001-8140-8814"},"institutions":[{"id":"https://openalex.org/I112524849","display_name":"Yamagata University","ror":"https://ror.org/00xy44n04","country_code":"JP","type":"education","lineage":["https://openalex.org/I112524849"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tadanori Fukami","raw_affiliation_strings":["Yamagata University,Graduate School of Science and Engineering,Yonezawa,Japan,992-8510"],"affiliations":[{"raw_affiliation_string":"Yamagata University,Graduate School of Science and Engineering,Yonezawa,Japan,992-8510","institution_ids":["https://openalex.org/I112524849"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101619382"],"corresponding_institution_ids":["https://openalex.org/I112524849"],"apc_list":null,"apc_paid":null,"fwci":0.402,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.53169014,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"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/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":0.9925000071525574,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.8099998831748962},{"id":"https://openalex.org/keywords/thumb","display_name":"Thumb","score":0.7031483054161072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6614741086959839},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6217221617698669},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6021904349327087},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5552696585655212},{"id":"https://openalex.org/keywords/motor-cortex","display_name":"Motor cortex","score":0.5541231632232666},{"id":"https://openalex.org/keywords/index-finger","display_name":"Index finger","score":0.5062445998191833},{"id":"https://openalex.org/keywords/scalp","display_name":"Scalp","score":0.4908007085323334},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.46414151787757874},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.443093478679657},{"id":"https://openalex.org/keywords/amplitude","display_name":"Amplitude","score":0.44087499380111694},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.42234060168266296},{"id":"https://openalex.org/keywords/finger-tapping","display_name":"Finger tapping","score":0.4206163287162781},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.3337606191635132},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.22228389978408813},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21594581007957458},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1362515687942505},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.10964253544807434},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.09723630547523499},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07580581307411194}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8099998831748962},{"id":"https://openalex.org/C2776881184","wikidata":"https://www.wikidata.org/wiki/Q83360","display_name":"Thumb","level":2,"score":0.7031483054161072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6614741086959839},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6217221617698669},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6021904349327087},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5552696585655212},{"id":"https://openalex.org/C2778373776","wikidata":"https://www.wikidata.org/wiki/Q18696","display_name":"Motor cortex","level":3,"score":0.5541231632232666},{"id":"https://openalex.org/C2777087348","wikidata":"https://www.wikidata.org/wiki/Q184848","display_name":"Index finger","level":2,"score":0.5062445998191833},{"id":"https://openalex.org/C2778515351","wikidata":"https://www.wikidata.org/wiki/Q9622","display_name":"Scalp","level":2,"score":0.4908007085323334},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46414151787757874},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.443093478679657},{"id":"https://openalex.org/C180205008","wikidata":"https://www.wikidata.org/wiki/Q159190","display_name":"Amplitude","level":2,"score":0.44087499380111694},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.42234060168266296},{"id":"https://openalex.org/C2992114214","wikidata":"https://www.wikidata.org/wiki/Q7684805","display_name":"Finger tapping","level":2,"score":0.4206163287162781},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.3337606191635132},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.22228389978408813},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21594581007957458},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1362515687942505},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.10964253544807434},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.09723630547523499},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07580581307411194},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/scisisis55246.2022.10002132","is_oa":false,"landing_page_url":"https://doi.org/10.1109/scisisis55246.2022.10002132","pdf_url":null,"source":{"id":"https://openalex.org/S4363607982","display_name":"2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","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 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1991039844","https://openalex.org/W1996813559","https://openalex.org/W2781842383","https://openalex.org/W2954607156","https://openalex.org/W3082267381","https://openalex.org/W3092342532","https://openalex.org/W6765264953"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2887556756","https://openalex.org/W2947925238","https://openalex.org/W195417223","https://openalex.org/W1984377984","https://openalex.org/W1961545574","https://openalex.org/W3045772920","https://openalex.org/W2510077457","https://openalex.org/W2047816336","https://openalex.org/W2944296668"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,15,38,47,54,88,96,100,108,118,124,127,136,139,150,166,178,194,208],"availability":[4],"of":[5,9,17,32,40,56,85,126,153,165,193,196,202,210],"a":[6],"huge":[7],"number":[8],"different":[10,91],"electroencephalogram":[11],"(EEG)":[12],"datasets":[13],"and":[14,50,71,168],"development":[16],"deep":[18,160],"learning":[19,161],"systems":[20],"have":[21,35,52,62],"enabled":[22,191],"many":[23],"studies":[24,34],"about":[25],"motor":[26,109,140,179],"imagery-related":[27],"EEG":[28,155],"classification.":[29],"However,":[30,74],"most":[31],"these":[33,75],"focused":[36],"on":[37,65,87,123,135,143],"movement":[39,164,195],"relatively":[41],"large":[42],"body":[43],"parts":[44],"such":[45,68],"as":[46,69],"left/right":[48],"hand,":[49],"few":[51],"considered":[53],"classification":[55,60,148,192],"finger":[57,185],"movement.":[58,186],"Some":[59],"methods":[61],"been":[63],"based":[64],"frequency":[66,156],"components":[67],"power":[70],"amplitude":[72],"spectra.":[73],"spectra":[76],"are":[77,102,172],"less":[78],"likely":[79],"to":[80,104,112,162,207],"show":[81],"unique":[82],"spatial":[83],"distributions":[84],"EEGs":[86],"scalp":[89,125],"for":[90],"fingers.":[92],"This":[93,204],"is":[94,205],"because":[95],"regions":[97,176],"that":[98,117],"control":[99],"fingers":[101,198],"close":[103],"one":[105],"another":[106],"in":[107,138,177],"cortex,":[110],"leading":[111],"similar":[113],"distributions.":[114],"We":[115,158,181],"predicted":[116],"arrival":[119],"timing":[120],"at":[121],"electrodes":[122],"signal":[128],"reflecting":[129],"neural":[130],"activity":[131],"would":[132],"differ":[133],"depending":[134],"source":[137],"cortex.":[141],"Based":[142],"this":[144],"assumption,":[145],"we":[146],"attempted":[147],"using":[149],"phase":[151],"distribution":[152],"each":[154],"component.":[157],"used":[159],"classify":[163],"thumb":[167],"index":[169],"finger,":[170],"which":[171],"controlled":[173],"by":[174],"adjacent":[175],"area.":[180],"collected":[182],"data":[183],"during":[184],"Our":[187],"proposed":[188],"EEG-phase-based":[189],"method":[190],"two":[197],"with":[199],"an":[200],"accuracy":[201],"70.0%.":[203],"superior":[206],"result":[209],"amplitude-based":[211],"classification,":[212],"i.e.,":[213],"62.3%.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}