{"id":"https://openalex.org/W2581224608","doi":"https://doi.org/10.1109/biocas.2016.7833732","title":"An EEG pre-processing technique for the fast recognition of motor imagery movements","display_name":"An EEG pre-processing technique for the fast recognition of motor imagery movements","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2581224608","doi":"https://doi.org/10.1109/biocas.2016.7833732","mag":"2581224608"},"language":"en","primary_location":{"id":"doi:10.1109/biocas.2016.7833732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2016.7833732","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1805.03169","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014380676","display_name":"Gregory Kalogiannis","orcid":null},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kalogiannis Gregory","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","Aristotle University of Thessaloniki,Dept.of Electrical & Computer Engineering,Thessaloniki,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Aristotle University of Thessaloniki,Dept.of Electrical & Computer Engineering,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030194532","display_name":"George Kapsimanis","orcid":null},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kapsimanis George","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","Aristotle University of Thessaloniki,Dept.of Electrical & Computer Engineering,Thessaloniki,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Aristotle University of Thessaloniki,Dept.of Electrical & Computer Engineering,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110134376","display_name":"George Hassapis","orcid":null},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Hassapis George","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","Aristotle University of Thessaloniki,Dept.of Electrical & Computer Engineering,Thessaloniki,Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]},{"raw_affiliation_string":"Aristotle University of Thessaloniki,Dept.of Electrical & Computer Engineering,Thessaloniki,Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19114561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"90","last_page":"94"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9976999759674072,"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"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/motor-imagery","display_name":"Motor imagery","score":0.8823665976524353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7265233993530273},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6389886140823364},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6147199869155884},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.6032333374023438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5637080073356628},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5546422004699707},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4855665862560272},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4848531484603882},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4837627410888672},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4680827260017395},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.45765435695648193},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4324818551540375},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4171629548072815},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3398509621620178},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21573758125305176},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.10486498475074768},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09341573715209961},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08755138516426086},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.08114248514175415}],"concepts":[{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.8823665976524353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7265233993530273},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6389886140823364},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6147199869155884},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.6032333374023438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5637080073356628},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5546422004699707},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4855665862560272},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4848531484603882},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4837627410888672},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4680827260017395},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.45765435695648193},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4324818551540375},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4171629548072815},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3398509621620178},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21573758125305176},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.10486498475074768},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09341573715209961},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08755138516426086},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.08114248514175415},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/biocas.2016.7833732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas.2016.7833732","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1805.03169","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.03169","pdf_url":"https://arxiv.org/pdf/1805.03169","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"mag:2581224608","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1805.03169.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1805.03169","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1805.03169","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1805.03169","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1805.03169","pdf_url":"https://arxiv.org/pdf/1805.03169","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2581224608.pdf","grobid_xml":"https://content.openalex.org/works/W2581224608.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1534396055","https://openalex.org/W2027992048","https://openalex.org/W2034356418","https://openalex.org/W2049166497","https://openalex.org/W2067106422","https://openalex.org/W2099121865","https://openalex.org/W2133069808","https://openalex.org/W2149407814","https://openalex.org/W2151669316","https://openalex.org/W2158454725","https://openalex.org/W2162800060","https://openalex.org/W2169064120","https://openalex.org/W2170122177","https://openalex.org/W2294799647","https://openalex.org/W2346527509","https://openalex.org/W3111092514","https://openalex.org/W6632022301","https://openalex.org/W6634275138","https://openalex.org/W6674755971","https://openalex.org/W6679756777","https://openalex.org/W6682886758","https://openalex.org/W6705514861"],"related_works":["https://openalex.org/W2803975802","https://openalex.org/W2286614284","https://openalex.org/W2375582374","https://openalex.org/W2810540363","https://openalex.org/W2630039318","https://openalex.org/W2979373189","https://openalex.org/W2040637352","https://openalex.org/W2587305067","https://openalex.org/W278301378","https://openalex.org/W2929629977","https://openalex.org/W3201461295","https://openalex.org/W2908391184","https://openalex.org/W2957863968","https://openalex.org/W3198151447","https://openalex.org/W2954065744","https://openalex.org/W2807467049","https://openalex.org/W1594364900","https://openalex.org/W2810401516","https://openalex.org/W1603749528","https://openalex.org/W2045241288"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"propose":[4],"a":[5],"new":[6],"pre-processing":[7],"technique":[8,19],"of":[9,25,44,48,70,83,106,116],"Electroencephalography":[10],"(EEG)":[11],"signals":[12,118],"produced":[13],"by":[14,41,140],"motor":[15,71],"imagery":[16,27],"movements.":[17],"This":[18],"results":[20],"to":[21,32,54,59,80,91,126],"an":[22,120],"accelerated":[23],"determination":[24],"the":[26,30,37,42,73,81,107,113,124,128,142],"movement":[28],"and":[29,67,86,98,103,123],"command":[31],"carry":[33],"it":[34],"out,":[35],"within":[36],"time":[38],"limits":[39],"imposed":[40],"requirements":[43],"brain-based":[45],"real-time":[46],"control":[47],"rehabilitation":[49],"devices,":[50],"making":[51],"thus":[52],"feasible":[53],"drive":[55],"these":[56],"devices":[57],"according":[58],"patient's":[60],"will.":[61],"Based":[62],"on":[63],"event":[64],"related":[65],"de-synchronization":[66],"synchronization":[68],"(ERD/ERS)":[69],"imagery,":[72],"received":[74],"patient":[75],"signal":[76,109,130],"is":[77,132,137],"first":[78],"subjected":[79],"removal":[82],"environmental,":[84],"system":[85],"interference":[87],"noise":[88],"which":[89,127],"correspond":[90],"normal":[92],"human":[93],"activities":[94],"such":[95],"as":[96],"eye-blinking":[97],"cardiac":[99],"motion.":[100],"Next,":[101],"power":[102],"energy":[104],"features":[105,115],"processed":[108,129],"are":[110],"compared":[111],"with":[112],"same":[114],"classified":[117],"from":[119],"available":[121],"database":[122,135],"class":[125],"belongs,":[131],"identified.":[133],"The":[134],"classification":[136],"done":[138],"off-line":[139],"using":[141],"SVM":[143],"algorithm.":[144]},"counts_by_year":[],"updated_date":"2026-08-23T07:36:19.812096","created_date":"2017-02-03T00:00:00"}