{"id":"https://openalex.org/W4391114415","doi":"https://doi.org/10.1109/icecet58911.2023.10389452","title":"EEG Data Classification Using CNN Method with Various Data Models","display_name":"EEG Data Classification Using CNN Method with Various Data Models","publication_year":2023,"publication_date":"2023-11-16","ids":{"openalex":"https://openalex.org/W4391114415","doi":"https://doi.org/10.1109/icecet58911.2023.10389452"},"language":"en","primary_location":{"id":"doi:10.1109/icecet58911.2023.10389452","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icecet58911.2023.10389452","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electrical, Computer and Energy Technologies (ICECET)","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/A5057983536","display_name":"Tserendondog Tengis","orcid":"https://orcid.org/0000-0002-0580-7327"},"institutions":[{"id":"https://openalex.org/I144917393","display_name":"Mongolian University of Science and Technology","ror":"https://ror.org/02shmve39","country_code":"MN","type":"education","lineage":["https://openalex.org/I144917393"]}],"countries":["MN"],"is_corresponding":true,"raw_author_name":"Tserendondog Tengis","raw_affiliation_strings":["Mongolian University of Science and Technology,Dept. of Electronics,Ulaanbaatar,Mongolia","Dept. of Electronics, Mongolian University of Science and Technology, Ulaanbaatar, Mongolia"],"affiliations":[{"raw_affiliation_string":"Mongolian University of Science and Technology,Dept. of Electronics,Ulaanbaatar,Mongolia","institution_ids":["https://openalex.org/I144917393"]},{"raw_affiliation_string":"Dept. of Electronics, Mongolian University of Science and Technology, Ulaanbaatar, Mongolia","institution_ids":["https://openalex.org/I144917393"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034855403","display_name":"Luvsansambuu Uurtsaikh","orcid":null},"institutions":[{"id":"https://openalex.org/I144917393","display_name":"Mongolian University of Science and Technology","ror":"https://ror.org/02shmve39","country_code":"MN","type":"education","lineage":["https://openalex.org/I144917393"]}],"countries":["MN"],"is_corresponding":false,"raw_author_name":"Luvsansambuu Uurtsaikh","raw_affiliation_strings":["Mongolian University of Science and Technology,Dept. of Electronics,Ulaanbaatar,Mongolia","Dept. of Electronics, Mongolian University of Science and Technology, Ulaanbaatar, Mongolia"],"affiliations":[{"raw_affiliation_string":"Mongolian University of Science and Technology,Dept. of Electronics,Ulaanbaatar,Mongolia","institution_ids":["https://openalex.org/I144917393"]},{"raw_affiliation_string":"Dept. of Electronics, Mongolian University of Science and Technology, Ulaanbaatar, Mongolia","institution_ids":["https://openalex.org/I144917393"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012863118","display_name":"Bat-Erdene Munkhbayar","orcid":null},"institutions":[{"id":"https://openalex.org/I144917393","display_name":"Mongolian University of Science and Technology","ror":"https://ror.org/02shmve39","country_code":"MN","type":"education","lineage":["https://openalex.org/I144917393"]}],"countries":["MN"],"is_corresponding":false,"raw_author_name":"Bat-Erdene Munkhbayar","raw_affiliation_strings":["Mongolian University of Science and Technology,Dept. of Information Network and Security,Ulaanbaatar,Mongolia","Dept. of Information Network and Security, Mongolian University of Science and Technology, Ulaanbaatar, Mongolia"],"affiliations":[{"raw_affiliation_string":"Mongolian University of Science and Technology,Dept. of Information Network and Security,Ulaanbaatar,Mongolia","institution_ids":["https://openalex.org/I144917393"]},{"raw_affiliation_string":"Dept. of Information Network and Security, Mongolian University of Science and Technology, Ulaanbaatar, Mongolia","institution_ids":["https://openalex.org/I144917393"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033750792","display_name":"Batmunkh Amar","orcid":null},"institutions":[{"id":"https://openalex.org/I144917393","display_name":"Mongolian University of Science and Technology","ror":"https://ror.org/02shmve39","country_code":"MN","type":"education","lineage":["https://openalex.org/I144917393"]}],"countries":["MN"],"is_corresponding":false,"raw_author_name":"Amar Batmunkh","raw_affiliation_strings":["Mongolian University of Science and Technology,Dept. of Electronics,Ulaanbaatar,Mongolia","Dept. of Electronics, Mongolian University of Science and Technology, Ulaanbaatar, Mongolia"],"affiliations":[{"raw_affiliation_string":"Mongolian University of Science and Technology,Dept. of Electronics,Ulaanbaatar,Mongolia","institution_ids":["https://openalex.org/I144917393"]},{"raw_affiliation_string":"Dept. of Electronics, Mongolian University of Science and Technology, Ulaanbaatar, Mongolia","institution_ids":["https://openalex.org/I144917393"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057983536"],"corresponding_institution_ids":["https://openalex.org/I144917393"],"apc_list":null,"apc_paid":null,"fwci":0.181,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53051206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"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":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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9506000280380249,"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":0.9362000226974487,"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":0.7527800798416138},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7490873336791992},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7389991879463196},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6853459477424622},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6565756797790527},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5040746927261353},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.46142274141311646},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4456866979598999},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4392600953578949},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42049965262413025},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33334383368492126},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32250869274139404}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7527800798416138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7490873336791992},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7389991879463196},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6853459477424622},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6565756797790527},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5040746927261353},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46142274141311646},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4456866979598999},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4392600953578949},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42049965262413025},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33334383368492126},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32250869274139404},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet58911.2023.10389452","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icecet58911.2023.10389452","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electrical, Computer and Energy Technologies (ICECET)","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":21,"referenced_works":["https://openalex.org/W2060422862","https://openalex.org/W2100470503","https://openalex.org/W2128404967","https://openalex.org/W2145302786","https://openalex.org/W2963568316","https://openalex.org/W2971518519","https://openalex.org/W2973981959","https://openalex.org/W3006314847","https://openalex.org/W3034258622","https://openalex.org/W3081852991","https://openalex.org/W3085334857","https://openalex.org/W3119135172","https://openalex.org/W3135511716","https://openalex.org/W3164602583","https://openalex.org/W3172730208","https://openalex.org/W3207516633","https://openalex.org/W4210380131","https://openalex.org/W4220932405","https://openalex.org/W4285086566","https://openalex.org/W4286587846","https://openalex.org/W4319765560"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W2032664813","https://openalex.org/W2077021924"],"abstract_inverted_index":{"This":[0],"research":[1],"paper":[2],"represents":[3],"outcomes":[4],"of":[5,14,73,76,89,94,114,129,139],"the":[6,36,51,62,87,126,130],"classification":[7,72,123,127,140],"task":[8],"aimed":[9],"to":[10,50,57,121],"distinguish":[11],"three":[12,74],"thoughts":[13,77],"turning":[15,17],"off,":[16],"on":[18,26,35,40],"a":[19,54],"light":[20,44],"bulb":[21],"and":[22,32,105],"normal":[23],"thought":[24],"based":[25],"electroencephalogram":[27],"(EEG).":[28],"Participant,":[29],"observing":[30],"dynamic":[31],"static":[33],"images":[34,104],"screen":[37],"showing":[38],"turned":[39,42],"or":[41],"off":[43],"bulb,":[45],"generates":[46],"EEG":[47,60,97,115],"signals":[48,61,116],"corresponding":[49],"pictures.":[52],"As":[53],"recording":[55],"apparatus":[56],"obtain":[58],"precise":[59],"Emotiv":[63],"Epoc":[64],"X":[65],"device":[66],"with":[67],"14-channel":[68],"was":[69,78],"chosen.":[70],"The":[71,109,132],"types":[75,93],"accomplished":[79],"by":[80],"applying":[81],"Convolutional":[82],"Neural":[83],"Network":[84],"(CNN)":[85],"model":[86],"input":[88],"which":[90],"is":[91],"different":[92],"features,":[95],"namely":[96],"signal":[98],"amplitudegenerated":[99],"images,":[100],"Power":[101],"Spectrum":[102],"Density-generated":[103],"Wavelet":[106],"transform-generated":[107],"images.":[108],"results":[110],"demonstrated":[111],"that":[112],"conversion":[113],"from":[117],"one-dimensional":[118],"time":[119],"series":[120],"image":[122],"problem":[124],"enhances":[125],"accuracy":[128,138],"system.":[131],"proposed":[133],"system":[134],"achieved":[135],"an":[136],"average":[137],"82.47%.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
