{"id":"https://openalex.org/W2990018093","doi":"https://doi.org/10.1109/tii.2019.2955447","title":"A Coincidence-Filtering-Based Approach for CNNs in EEG-Based Recognition","display_name":"A Coincidence-Filtering-Based Approach for CNNs in EEG-Based Recognition","publication_year":2019,"publication_date":"2019-11-26","ids":{"openalex":"https://openalex.org/W2990018093","doi":"https://doi.org/10.1109/tii.2019.2955447","mag":"2990018093"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2955447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2955447","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/2164/13286","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082820311","display_name":"Zhongke Gao","orcid":"https://orcid.org/0000-0002-9551-202X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhongke Gao","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-9551-202X","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064603547","display_name":"Yanli Li","orcid":"https://orcid.org/0000-0001-5267-3096"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanli Li","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-5267-3096","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101617318","display_name":"Yuxuan Yang","orcid":"https://orcid.org/0000-0002-1130-7062"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxuan Yang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-1130-7062","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071568179","display_name":"Na Dong","orcid":"https://orcid.org/0000-0003-2982-3441"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Dong","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-2982-3441","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085440585","display_name":"Xiong Yang","orcid":"https://orcid.org/0000-0002-0128-3036"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiong Yang","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-0128-3036","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019554559","display_name":"Celso Grebogi","orcid":"https://orcid.org/0000-0002-9811-4617"},"institutions":[{"id":"https://openalex.org/I195460627","display_name":"University of Aberdeen","ror":"https://ror.org/016476m91","country_code":"GB","type":"education","lineage":["https://openalex.org/I195460627"]},{"id":"https://openalex.org/I4210149433","display_name":"Institute for Complex Systems","ror":"https://ror.org/05rcgef49","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210149433","https://openalex.org/I4210155236"]}],"countries":["GB","IT"],"is_corresponding":false,"raw_author_name":"Celso Grebogi","raw_affiliation_strings":["Institute for Complex Systems and Mathematical Biology, Kings College, University of Aberdeen, Aberdeen, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Complex Systems and Mathematical Biology, Kings College, University of Aberdeen, Aberdeen, U.K","institution_ids":["https://openalex.org/I4210149433","https://openalex.org/I195460627"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082820311"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":3.9691,"has_fulltext":true,"cited_by_count":61,"citation_normalized_percentile":{"value":0.94394147,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"16","issue":"11","first_page":"7159","last_page":"7167"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9966999888420105,"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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7862361669540405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7246417999267578},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7200778722763062},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6949441432952881},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6072015166282654},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5682904124259949},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5288143157958984},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.5069196820259094},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.48568782210350037},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46769168972969055},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3438693583011627},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08225318789482117}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7862361669540405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7246417999267578},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7200778722763062},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6949441432952881},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6072015166282654},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5682904124259949},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5288143157958984},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5069196820259094},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.48568782210350037},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46769168972969055},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3438693583011627},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08225318789482117},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2019.2955447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2955447","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:aura.abdn.ac.uk:2164/13286","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TII.2019.2955447","pdf_url":"https://hdl.handle.net/2164/13286","source":{"id":"https://openalex.org/S4306400966","display_name":"Aberdeen University Research Archive (Aberdeen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I195460627","host_organization_name":"University of Aberdeen","host_organization_lineage":["https://openalex.org/I195460627"],"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":"Journal article"}],"best_oa_location":{"id":"pmh:oai:aura.abdn.ac.uk:2164/13286","is_oa":true,"landing_page_url":"https://doi.org/10.1109/TII.2019.2955447","pdf_url":"https://hdl.handle.net/2164/13286","source":{"id":"https://openalex.org/S4306400966","display_name":"Aberdeen University Research Archive (Aberdeen University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I195460627","host_organization_name":"University of Aberdeen","host_organization_lineage":["https://openalex.org/I195460627"],"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":"Journal article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1201461838","display_name":null,"funder_award_id":"61773282","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5928784654","display_name":null,"funder_award_id":"61873181","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6723776895","display_name":null,"funder_award_id":"61922062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2990018093.pdf","grobid_xml":"https://content.openalex.org/works/W2990018093.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1947251450","https://openalex.org/W1965233495","https://openalex.org/W1970727126","https://openalex.org/W1977882209","https://openalex.org/W2002055708","https://openalex.org/W2009902427","https://openalex.org/W2036309320","https://openalex.org/W2044310907","https://openalex.org/W2134176302","https://openalex.org/W2163605009","https://openalex.org/W2278113816","https://openalex.org/W2286439238","https://openalex.org/W2414309931","https://openalex.org/W2464929676","https://openalex.org/W2525648609","https://openalex.org/W2559463885","https://openalex.org/W2590420622","https://openalex.org/W2613375858","https://openalex.org/W2614801503","https://openalex.org/W2618530766","https://openalex.org/W2735784269","https://openalex.org/W2741907166","https://openalex.org/W2752444380","https://openalex.org/W2790404832","https://openalex.org/W2797503983","https://openalex.org/W2888355470","https://openalex.org/W2890564211","https://openalex.org/W2908578648","https://openalex.org/W2962905870","https://openalex.org/W2978500299","https://openalex.org/W3102455230","https://openalex.org/W4253907240","https://openalex.org/W6743505019"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W1978893398","https://openalex.org/W2201908702","https://openalex.org/W4381094582","https://openalex.org/W2369625323","https://openalex.org/W2364579609","https://openalex.org/W1977906818","https://openalex.org/W1522139108","https://openalex.org/W2353528968","https://openalex.org/W2032664813"],"abstract_inverted_index":{"Electroencephalogram":[0],"(EEG),":[1],"obtained":[2],"by":[3],"wearable":[4],"devices,":[5],"can":[6,111],"realize":[7],"effective":[8,80],"human":[9],"health":[10,101,145],"monitoring.":[11],"Traditional":[12],"methods":[13,52],"based":[14,97],"on":[15,71,98,117],"artificially":[16],"designed":[17],"features":[18],"have":[19],"achieved":[20],"valid":[21],"results":[22,105],"in":[23,35,144],"EEG-based":[24,84],"recognition,":[25],"and":[26,53,58,79,94,121],"numerous":[27],"studies":[28],"start":[29],"to":[30,46,90,127,138],"apply":[31],"deep":[32],"learning":[33],"techniques":[34],"this":[36,39,72],"area.":[37],"In":[38],"article,":[40],"we":[41,74],"propose":[42,75],"a":[43,48,76,113],"coincidence-filtering-based":[44],"method":[45],"build":[47],"connection":[49],"between":[50],"artificial-features-based":[51,68],"convolutional":[54],"neural":[55],"networks":[56],"(CNNs),":[57],"design":[59,133],"CNNs":[60,81,135],"through":[61],"simulating":[62],"the":[63,99,108,118,130],"information":[64],"extraction":[65],"pattern":[66],"of":[67,134],"methods.":[69],"Based":[70],"method,":[73],"novel,":[77],"simple,":[78],"structure":[82],"for":[83,141],"classification.":[85],"We":[86],"implement":[87],"two":[88,100],"experiments":[89,96],"obtain":[91],"EEG":[92],"data,":[93],"perform":[95],"monitoring":[102,146],"tasks.":[103],"The":[104],"illustrate":[106],"that":[107],"proposed":[109,131],"network":[110],"achieve":[112],"prominent":[114],"average":[115],"accuracy":[116],"emotion":[119],"recognition":[120],"fatigue":[122],"driving":[123],"detection":[124],"task.":[125],"Due":[126],"its":[128],"generality,":[129],"framework":[132],"is":[136],"expected":[137],"be":[139],"useful":[140],"broader":[142],"applications":[143],"areas.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}