{"id":"https://openalex.org/W2908206593","doi":"https://doi.org/10.1109/icarcv.2018.8581086","title":"EEG-based Discriminative Features During Hand Movement Execution and Imagination","display_name":"EEG-based Discriminative Features During Hand Movement Execution and Imagination","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2908206593","doi":"https://doi.org/10.1109/icarcv.2018.8581086","mag":"2908206593"},"language":"en","primary_location":{"id":"doi:10.1109/icarcv.2018.8581086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2018.8581086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV)","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/A5036437730","display_name":"Kavitha P. Thomas","orcid":"https://orcid.org/0000-0002-8134-2242"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Kavitha P. Thomas","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075333146","display_name":"Neethu Robinson","orcid":"https://orcid.org/0000-0001-8531-2940"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Neethu Robinson","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050792636","display_name":"K. G. Smitha","orcid":"https://orcid.org/0000-0002-0401-2960"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"K. G. Smitha","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042105714","display_name":"A. P. Vinod","orcid":"https://orcid.org/0000-0001-9408-1275"},"institutions":[{"id":"https://openalex.org/I4210113248","display_name":"Indian Institute of Technology Palakkad","ror":"https://ror.org/0264cg909","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210113248"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. P. Vinod","raw_affiliation_strings":["Department of Electrical Engineering, Indian Institute of Technology, Palakkad, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Indian Institute of Technology, Palakkad, India","institution_ids":["https://openalex.org/I4210113248"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5036437730"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.3704,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.60050012,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"883","last_page":"888"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9975000023841858,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9884999990463257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7716422080993652},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7546602487564087},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.712645947933197},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.599758505821228},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4459470510482788},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34601283073425293},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33432620763778687},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2270265519618988},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.13407570123672485},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12155401706695557},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.07378914952278137}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7716422080993652},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7546602487564087},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.712645947933197},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.599758505821228},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4459470510482788},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34601283073425293},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33432620763778687},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2270265519618988},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.13407570123672485},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12155401706695557},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.07378914952278137}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icarcv.2018.8581086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2018.8581086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-106486","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-106486","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"},{"id":"pmh:oai:repository.ust.hk:1783.1-106486","is_oa":false,"landing_page_url":"http://gateway.isiknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=LinksAMR&SrcApp=PARTNER_APP&DestLinkType=FullRecord&DestApp=WOS&KeyUT=000459847700148","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"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":15,"referenced_works":["https://openalex.org/W1968417898","https://openalex.org/W1969878365","https://openalex.org/W2035262634","https://openalex.org/W2077288893","https://openalex.org/W2102103192","https://openalex.org/W2142280324","https://openalex.org/W2151727377","https://openalex.org/W2152119085","https://openalex.org/W2154037495","https://openalex.org/W2168500935","https://openalex.org/W2169900249","https://openalex.org/W2171744551","https://openalex.org/W2401918872","https://openalex.org/W2611962423","https://openalex.org/W2763875211"],"related_works":["https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W1482209366","https://openalex.org/W2404514746","https://openalex.org/W1652783584","https://openalex.org/W2082783427"],"abstract_inverted_index":{"Electroencephalogram":[0],"(EEG)":[1],"is":[2,37,46,133,191,203],"one":[3],"the":[4,26,52,55,80,104,136,172,207,211,216,225],"most":[5,137],"commonly":[6],"used":[7],"brain":[8],"activity":[9],"measurement":[10],"tools":[11],"in":[12,72,110,165,168,193],"Brain-Computer":[13],"Interface":[14],"(BCI)":[15],"framework":[16],"to":[17,50,65,158,163,205,214,223],"establish":[18],"\u201cthought\u201d":[19],"based":[20,182],"human-machine":[21],"interaction.":[22],"On":[23],"account":[24],"of":[25,31,47,58,88,97,130,189,210],"fact":[27],"that":[28,135,140],"mental":[29],"rehearsal":[30],"motor":[32,35,60,143],"movement":[33,61,93],"termed":[34],"imagery,":[36],"a":[38,95],"robust":[39],"candidate":[40],"for":[41],"developing":[42],"BCI":[43],"systems,":[44],"it":[45],"great":[48],"importance":[49],"find":[51],"distinction":[53],"between":[54],"neural":[56],"correlates":[57],"executed":[59],"and":[62,70,75,86,90,107,125,145,150,153,219,222],"its":[63],"imagination,":[64],"enhance":[66],"command":[67],"signal":[68],"generation":[69],"utilization":[71],"BCI-based":[73],"communication":[74],"control.":[76],"This":[77],"paper":[78],"investigates":[79],"EEG-based":[81],"parameters":[82],"associated":[83],"with":[84,177],"execution":[85,144],"imagination":[87,146],"left":[89],"right":[91],"hand":[92],"from":[94],"set":[96],"10":[98,199],"healthy":[99],"subjects.":[100,200],"The":[101],"study":[102,202],"explores":[103],"distinguishable":[105,212],"power":[106],"phase":[108],"features":[109,175],"theta":[111],"(4-8":[112],"Hz),":[113,116,120],"alpha/mu":[114],"(8-12":[115],"lower":[117],"beta":[118,122],"(12-20":[119],"higher":[121],"(20-30":[123],"Hz)":[124,128],"gamma":[126],"(30-40":[127],"bands":[129,149],"EEG.":[131],"It":[132],"observed":[134],"informative":[138],"channels":[139,155],"effectively":[141],"discriminates":[142],"varies":[147],"across":[148],"tasks.":[151,170],"Frontal":[152],"parietal":[154],"are":[156],"found":[157],"be":[159],"more":[160],"discriminative":[161,174,217],"compared":[162],"those":[164],"central":[166],"region":[167],"both":[169],"Combining":[171],"task-specific":[173],"along":[176],"Common":[178],"Spatial":[179],"Pattern":[180],"(CSP)":[181],"spatial":[183,220],"features,":[184,213],"an":[185],"average":[186],"classification":[187,226],"accuracy":[188],"81%":[190],"achieved":[192],"5":[194],"\u00d75-fold":[195],"cross":[196],"validation,":[197],"over":[198],"Further":[201],"essential":[204],"investigate":[206],"temporal":[208],"structure":[209],"generalize":[215],"spectral":[218],"characteristics":[221],"improve":[224],"accuracy.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}