{"id":"https://openalex.org/W3153295097","doi":"https://doi.org/10.1109/bci51272.2021.9385295","title":"A Deep Learning Algorithm for Classifying Grasp Motions using Multi-session EEG Recordings","display_name":"A Deep Learning Algorithm for Classifying Grasp Motions using Multi-session EEG Recordings","publication_year":2021,"publication_date":"2021-02-22","ids":{"openalex":"https://openalex.org/W3153295097","doi":"https://doi.org/10.1109/bci51272.2021.9385295","mag":"3153295097"},"language":"en","primary_location":{"id":"doi:10.1109/bci51272.2021.9385295","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bci51272.2021.9385295","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 9th International Winter Conference on Brain-Computer Interface (BCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5066085811","display_name":"Andy Partovi","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andy Partovi","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063788296","display_name":"Seyed Mehrshad Hosseini","orcid":null},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Seyed Mehrshad Hosseini","raw_affiliation_strings":["KNTU University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KNTU University of Technology","institution_ids":["https://openalex.org/I118493624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057794452","display_name":"Milad Soleymani","orcid":null},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Milad Soleymani","raw_affiliation_strings":["KNTU University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KNTU University of Technology","institution_ids":["https://openalex.org/I118493624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030064676","display_name":"Kiana Liaghat","orcid":null},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Kiana Liaghat","raw_affiliation_strings":["KNTU University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KNTU University of Technology","institution_ids":["https://openalex.org/I118493624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087430630","display_name":"Soroush Ziaee","orcid":null},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Soroush Ziaee","raw_affiliation_strings":["KNTU University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KNTU University of Technology","institution_ids":["https://openalex.org/I118493624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079693995","display_name":"Erfan Habibi Panah Fard","orcid":null},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Erfan Habibi Panah Fard","raw_affiliation_strings":["KNTU University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KNTU University of Technology","institution_ids":["https://openalex.org/I118493624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079187704","display_name":"Sahand Sadeghpour Vajdi","orcid":null},"institutions":[{"id":"https://openalex.org/I118493624","display_name":"Kherson National Technical University","ror":"https://ror.org/04trbj059","country_code":"UA","type":"education","lineage":["https://openalex.org/I118493624"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sahand Sadeghpour Vajdi","raw_affiliation_strings":["KNTU University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KNTU University of Technology","institution_ids":["https://openalex.org/I118493624"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004594693","display_name":"Farhad Goodarzy","orcid":"https://orcid.org/0000-0003-4845-459X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Farhad Goodarzy","raw_affiliation_strings":["The University of Melbourne"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Melbourne","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2467,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74783101,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"94","issue":null,"first_page":"1","last_page":"6"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.982200026512146,"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"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7681725025177002},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7142295241355896},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.697055995464325},{"id":"https://openalex.org/keywords/grasp","display_name":"GRASP","score":0.6640826463699341},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6452072262763977},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5724312663078308},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.5659663081169128},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5197791457176208},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5046349763870239},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5042847394943237},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.4891543686389923},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.4344460666179657},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.4317224621772766},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.41485416889190674},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3592072129249573},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3475496768951416},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07797086238861084},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0682959258556366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7681725025177002},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7142295241355896},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.697055995464325},{"id":"https://openalex.org/C171268870","wikidata":"https://www.wikidata.org/wiki/Q1486676","display_name":"GRASP","level":2,"score":0.6640826463699341},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6452072262763977},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5724312663078308},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.5659663081169128},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5197791457176208},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5046349763870239},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5042847394943237},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.4891543686389923},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.4344460666179657},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.4317224621772766},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.41485416889190674},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3592072129249573},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3475496768951416},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07797086238861084},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0682959258556366},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bci51272.2021.9385295","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bci51272.2021.9385295","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 9th International Winter Conference on Brain-Computer Interface (BCI)","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":12,"referenced_works":["https://openalex.org/W1541510607","https://openalex.org/W2122646361","https://openalex.org/W2411311483","https://openalex.org/W2549392078","https://openalex.org/W2551178936","https://openalex.org/W2559463885","https://openalex.org/W2565944610","https://openalex.org/W2794284562","https://openalex.org/W2963355311","https://openalex.org/W3015703485","https://openalex.org/W3030703790","https://openalex.org/W3102455230"],"related_works":["https://openalex.org/W1977940006","https://openalex.org/W2947925238","https://openalex.org/W2887556756","https://openalex.org/W195417223","https://openalex.org/W2951110009","https://openalex.org/W1513407214","https://openalex.org/W1984377984","https://openalex.org/W2510077457","https://openalex.org/W1961545574","https://openalex.org/W3045772920"],"abstract_inverted_index":{"The":[0],"classification":[1,33,91],"of":[2,23,45,66,100,111],"motor":[3,117],"imagery":[4],"tasks":[5],"using":[6],"scalp":[7,121],"EEG":[8,122],"signals":[9],"is":[10],"a":[11,32,56,124],"complicated":[12,125],"procedure":[13],"in":[14,52,55,93,123],"BCI":[15],"especially":[16],"when":[17],"the":[18,24,103,109],"task":[19],"comprises":[20],"multiple":[21],"gestures":[22],"same":[25],"hand.":[26],"In":[27],"this":[28],"paper,":[29],"we":[30],"present":[31],"method":[34],"to":[35,81,115],"distinguish":[36],"three":[37],"grasp":[38,83],"motion":[39,84],"classes":[40],"(cylindrical,":[41],"spherical,":[42],"and":[43,74,85,96],"lumbrical)":[44],"one":[46],"hand":[47],"over":[48],"two-day":[49],"training":[50],"sessions":[51],"15":[53],"subjects":[54,95],"public":[57],"dataset.":[58],"We":[59],"have":[60,86],"developed":[61],"Two":[62],"ensemble":[63],"methods":[64],"consisting":[65],"(anomaly":[67,75],"detection":[68,76],"+":[69,77],"fully":[70],"connected":[71],"neural":[72,79,113],"network)":[73,80],"convolutional":[78],"classify":[82],"achieved":[87],"more":[88],"than":[89],"80%":[90],"accuracy":[92,99],"3":[94],"an":[97],"average":[98],"57%":[101],"among":[102],"full":[104],"cohort.":[105],"Our":[106],"results":[107],"confirm":[108],"possibility":[110],"utilizing":[112],"networks":[114],"decode":[116],"movement":[118],"intentions":[119],"from":[120],"task.":[126]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
