{"id":"https://openalex.org/W245419359","doi":null,"title":"CLASSIFICATION OF WAVELET TRANSFORMED EEG SIGNALS WITH NEURAL NETWORK FOR IMAGINED MENTAL AND MOTOR TASKS","display_name":"CLASSIFICATION OF WAVELET TRANSFORMED EEG SIGNALS WITH NEURAL NETWORK FOR IMAGINED MENTAL AND MOTOR TASKS","publication_year":2013,"publication_date":"2013-06-30","ids":{"openalex":"https://openalex.org/W245419359","mag":"245419359"},"language":"en","primary_location":{"id":"pmh:oai:hrcak.srce.hr:104591","doi":null,"is_oa":true,"landing_page_url":"http://hrcak.srce.hr/104591","pdf_url":"http://hrcak.srce.hr/104591","source":{"id":"https://openalex.org/S4306400677","display_name":"Hr\u010dak Portal of scientific journals of Croatia (University Computing Centre)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210104502","host_organization_name":"United Nations University","host_organization_lineage":["https://openalex.org/I4210104502"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kinesiology","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hrcak.srce.hr/104591","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053700186","display_name":"Martina Toli\u0107","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I51314090","display_name":"University of Osijek","ror":"https://ror.org/05sw4wc49","country_code":"HR","type":"education","lineage":["https://openalex.org/I51314090"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Martina Toli\u0107","raw_affiliation_strings":["Faculty of Electrical Engineering, University J.J. Strossmayer in Osijek, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University J.J. Strossmayer in Osijek, Croatia","institution_ids":["https://openalex.org/I51314090"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001485456","display_name":"Franjo Jovi\u0107","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I51314090","display_name":"University of Osijek","ror":"https://ror.org/05sw4wc49","country_code":"HR","type":"education","lineage":["https://openalex.org/I51314090"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Franjo Jovi\u0107","raw_affiliation_strings":["Faculty of Electrical Engineering, University J.J. Strossmayer in Osijek, Croatia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering, University J.J. Strossmayer in Osijek, Croatia","institution_ids":["https://openalex.org/I51314090"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51314090"],"apc_list":null,"apc_paid":null,"fwci":1.4873,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.7897266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"45","issue":"1","first_page":"130","last_page":"138"},"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/T10667","display_name":"Emotion and Mood Recognition","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.0,"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/eeg-classification","display_name":"EEG classification","score":0.8050000071525574},{"id":"https://openalex.org/keywords/brain-computer-interface","display_name":"brain-computer interface","score":0.765999972820282},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"discrete wavelet transform","score":0.968999981880188},{"id":"https://openalex.org/keywords/neural-network-classifier","display_name":"neural network classifier","score":0.9549999833106995},{"id":"https://openalex.org/keywords/motor-imagery","display_name":"motor imagery","score":0.9879999756813049},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.8700000047683716}],"concepts":[{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8243016600608826},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7952878475189209},{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7566275596618652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6190676689147949},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.610665500164032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5792040228843689},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5581861138343811},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5198350548744202},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.45332071185112},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45021679997444153},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4424532353878021},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.42824554443359375},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37705448269844055},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2170811891555786},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09359219670295715}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:hrcak.srce.hr:104591","doi":null,"is_oa":true,"landing_page_url":"http://hrcak.srce.hr/104591","pdf_url":"http://hrcak.srce.hr/104591","source":{"id":"https://openalex.org/S4306400677","display_name":"Hr\u010dak Portal of scientific journals of Croatia (University Computing Centre)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210104502","host_organization_name":"United Nations University","host_organization_lineage":["https://openalex.org/I4210104502"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kinesiology","raw_type":"info:eu-repo/semantics/article"},{"id":"mag:245419359","doi":null,"is_oa":true,"landing_page_url":"http://hrcak.srce.hr/file/153746","pdf_url":null,"source":{"id":"https://openalex.org/S75768340","display_name":"Kinesiology","issn_l":"1331-1441","issn":["1331-1441","1848-638X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","ddh","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310314832","host_organization_name":"University of Zagreb","host_organization_lineage":["https://openalex.org/P4310314832"],"host_organization_lineage_names":["University of Zagreb"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Kinesiology: international journal of fundamental and applied kinesiology","raw_type":null}],"best_oa_location":{"id":"pmh:oai:hrcak.srce.hr:104591","doi":null,"is_oa":true,"landing_page_url":"http://hrcak.srce.hr/104591","pdf_url":"http://hrcak.srce.hr/104591","source":{"id":"https://openalex.org/S4306400677","display_name":"Hr\u010dak Portal of scientific journals of Croatia (University Computing Centre)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210104502","host_organization_name":"United Nations University","host_organization_lineage":["https://openalex.org/I4210104502"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kinesiology","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.4000000059604645,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W245419359.pdf","grobid_xml":"https://content.openalex.org/works/W245419359.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W53188351","https://openalex.org/W94169221","https://openalex.org/W1486012530","https://openalex.org/W1548802052","https://openalex.org/W1599268017","https://openalex.org/W1825077972","https://openalex.org/W2034697419","https://openalex.org/W2051812123","https://openalex.org/W2058352252","https://openalex.org/W2075647286","https://openalex.org/W2098994855","https://openalex.org/W2099121865","https://openalex.org/W2124776405","https://openalex.org/W2143908786","https://openalex.org/W2148892387","https://openalex.org/W2151669316","https://openalex.org/W2156849207","https://openalex.org/W2157765880","https://openalex.org/W2162800060","https://openalex.org/W2165810317","https://openalex.org/W2962772573"],"related_works":["https://openalex.org/W7096366166","https://openalex.org/W3092389862","https://openalex.org/W2584137332","https://openalex.org/W2062106620","https://openalex.org/W4206679420","https://openalex.org/W7220562656","https://openalex.org/W2083380021","https://openalex.org/W2559610563","https://openalex.org/W2957622334","https://openalex.org/W4404178029"],"abstract_inverted_index":{"Brain-computer":[0],"interfaces":[1],"(BCI)":[2],"are":[3,51,63],"devices":[4],"that":[5,72],"enable":[6],"communication":[7],"between":[8],"a":[9,24,68],"computer":[10],"and":[11,96,107],"humans":[12],"by":[13,53],"using":[14],"brain":[15,35,41],"activity":[16],"as":[17,65],"input":[18],"signals.Brain":[19],"imaging":[20],"technology":[21],"used":[22,64,118],"in":[23],"BCI":[25],"system":[26],"is":[27],"usually":[28],"electroencephalography":[29],"(EEG).In":[30],"order":[31],"to":[32,43],"properly":[33],"interpret":[34],"activity,":[36],"acquired":[37],"signals":[38,50,80],"from":[39],"the":[40,59,88,101,120],"have":[42],"be":[44],"classified":[45],"correctly.In":[46],"this":[47],"paper":[48],"EEG":[49,79],"transformed":[52],"means":[54],"of":[55,78,90,103,127,132],"discrete":[56],"wavelet":[57],"transform.Thus":[58],"obtained":[60],"signal":[61],"features":[62],"inputs":[66],"for":[67,87,100,135],"neural":[69],"network":[70],"classifier":[71],"should":[73],"separate":[74],"five":[75,92],"different":[76],"sets":[77],"representing":[81],"various":[82],"mental":[83,110],"tasks.Mean":[84],"classification":[85,98,125],"accuracy":[86,99,126],"recognition":[89,102],"all":[91],"tasks":[93,105],"was":[94,112,116],"90.75%":[95],"mean":[97,124],"two":[104],"(baseline":[106],"any":[108],"other":[109],"task)":[111],"99.87%.The":[113],"same":[114],"procedure":[115],"also":[117],"on":[119],"motor":[121,136],"imagery":[122,137],"dataset.A":[123],"68.21%":[128],"suggests":[129],"alternative":[130],"methods":[131],"feature":[133],"extraction":[134],"tasks.":[138]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}