{"id":"https://openalex.org/W2944401411","doi":"https://doi.org/10.3390/s19092212","title":"Emotion Recognition from Multiband EEG Signals Using CapsNet","display_name":"Emotion Recognition from Multiband EEG Signals Using CapsNet","publication_year":2019,"publication_date":"2019-05-13","ids":{"openalex":"https://openalex.org/W2944401411","doi":"https://doi.org/10.3390/s19092212","mag":"2944401411","pmid":"https://pubmed.ncbi.nlm.nih.gov/31086110"},"language":"en","primary_location":{"id":"doi:10.3390/s19092212","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19092212","pdf_url":"https://www.mdpi.com/1424-8220/19/9/2212/pdf?version=1557758165","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/19/9/2212/pdf?version=1557758165","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021932420","display_name":"Chao Hao","orcid":"https://orcid.org/0000-0001-6700-9446"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hao Chao","raw_affiliation_strings":["School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo 454000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo 454000, China","institution_ids":["https://openalex.org/I4210166499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010711185","display_name":"Liang Dong","orcid":"https://orcid.org/0000-0002-9708-5391"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Dong","raw_affiliation_strings":["School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo 454000, China"],"raw_orcid":"https://orcid.org/0000-0002-9708-5391","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo 454000, China","institution_ids":["https://openalex.org/I4210166499"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101746424","display_name":"Yongli Liu","orcid":"https://orcid.org/0000-0002-0540-865X"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongli Liu","raw_affiliation_strings":["School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo 454000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo 454000, China","institution_ids":["https://openalex.org/I4210166499"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009272545","display_name":"Baoyun Lu","orcid":"https://orcid.org/0000-0001-7717-2861"},"institutions":[{"id":"https://openalex.org/I4210166499","display_name":"Henan Polytechnic University","ror":"https://ror.org/05vr1c885","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoyun Lu","raw_affiliation_strings":["School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo 454000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo 454000, China","institution_ids":["https://openalex.org/I4210166499"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021932420"],"corresponding_institution_ids":["https://openalex.org/I4210166499"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":17.4646,"has_fulltext":true,"cited_by_count":290,"citation_normalized_percentile":{"value":0.99664721,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"19","issue":"9","first_page":"2212","last_page":"2212"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9884999990463257,"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/computer-science","display_name":"Computer science","score":0.7258666753768921},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.674739420413971},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6343201398849487},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.6183035969734192},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5895912647247314},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5223028063774109},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5029792189598083},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.4546830654144287},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.44211119413375854},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.18688315153121948},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06290623545646667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7258666753768921},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.674739420413971},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6343201398849487},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.6183035969734192},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5895912647247314},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5223028063774109},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5029792189598083},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.4546830654144287},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.44211119413375854},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.18688315153121948},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06290623545646667},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004566","descriptor_name":"Electrodes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s19092212","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19092212","pdf_url":"https://www.mdpi.com/1424-8220/19/9/2212/pdf?version=1557758165","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:31086110","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31086110","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:6540345","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6540345","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:d942b430ef554c3397602f269e984e92","is_oa":true,"landing_page_url":"https://doaj.org/article/d942b430ef554c3397602f269e984e92","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 19, Iss 9, p 2212 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/9/2212/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19092212","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s19092212","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19092212","pdf_url":"https://www.mdpi.com/1424-8220/19/9/2212/pdf?version=1557758165","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1007909294","display_name":null,"funder_award_id":"2015GGJS068","funder_id":"https://openalex.org/F4320329830","funder_display_name":"Henan Province Foundation for University Key Teacher"},{"id":"https://openalex.org/G123822423","display_name":null,"funder_award_id":"61502150 and 61403128","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2906930928","display_name":null,"funder_award_id":"19A520004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4257647170","display_name":null,"funder_award_id":"61502150","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4581144209","display_name":"\u6570\u636e\u9a71\u52a8\u7684\u96c6\u7fa4\u5f0f\u4f9b\u5e94\u94fe\u52a8\u6001\u81ea\u9002\u5e94\u91cd\u7ec4\u673a\u5236\u7814\u7a76","funder_award_id":"61403128","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7129771404","display_name":null,"funder_award_id":"NSFRF1616","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8024604275","display_name":null,"funder_award_id":"172102210279","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"},{"id":"https://openalex.org/F4320329830","display_name":"Henan Province Foundation for University Key Teacher","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2944401411.pdf","grobid_xml":"https://content.openalex.org/works/W2944401411.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W69300324","https://openalex.org/W210506677","https://openalex.org/W266504756","https://openalex.org/W1522796040","https://openalex.org/W1542123009","https://openalex.org/W1553803945","https://openalex.org/W1732258486","https://openalex.org/W2002055708","https://openalex.org/W2004104731","https://openalex.org/W2013893809","https://openalex.org/W2022795097","https://openalex.org/W2035518691","https://openalex.org/W2049762839","https://openalex.org/W2068759427","https://openalex.org/W2075126953","https://openalex.org/W2081420711","https://openalex.org/W2082776552","https://openalex.org/W2085497785","https://openalex.org/W2095905361","https://openalex.org/W2101234009","https://openalex.org/W2132889650","https://openalex.org/W2134050473","https://openalex.org/W2160410052","https://openalex.org/W2162137602","https://openalex.org/W2165611870","https://openalex.org/W2170415219","https://openalex.org/W2170883741","https://openalex.org/W2222099799","https://openalex.org/W2260011764","https://openalex.org/W2275733078","https://openalex.org/W2323851044","https://openalex.org/W2525648609","https://openalex.org/W2565944610","https://openalex.org/W2580887161","https://openalex.org/W2604825588","https://openalex.org/W2749183303","https://openalex.org/W2752778237","https://openalex.org/W2761266324","https://openalex.org/W2789476480","https://openalex.org/W2800276980","https://openalex.org/W2800893827","https://openalex.org/W2904463929","https://openalex.org/W2951580482","https://openalex.org/W2963703618","https://openalex.org/W6602790468","https://openalex.org/W6608523365","https://openalex.org/W6675354045","https://openalex.org/W6743446608","https://openalex.org/W6785915482","https://openalex.org/W7008674040"],"related_works":["https://openalex.org/W2329500892","https://openalex.org/W28991112","https://openalex.org/W2370726991","https://openalex.org/W2922348724","https://openalex.org/W2369710579","https://openalex.org/W200322357","https://openalex.org/W4388913932","https://openalex.org/W4309130263","https://openalex.org/W2138022083","https://openalex.org/W2032664813"],"abstract_inverted_index":{"Emotion":[0],"recognition":[1],"based":[2,39],"on":[3,40,93],"multi-channel":[4,67],"electroencephalograph":[5],"(EEG)":[6],"signals":[7,69,104],"is":[8,51,80],"becoming":[9],"increasingly":[10],"attractive.":[11],"However,":[12],"the":[13,17,54,56,66,74,77,88,94,108,114,122,127,132,142],"conventional":[14],"methods":[15],"ignore":[16],"spatial":[18,59],"characteristics":[19,64,124],"of":[20,65,113],"EEG":[21,68],"signals,":[22],"which":[23],"also":[24],"contain":[25],"salient":[26],"information":[27],"related":[28],"to":[29,72,82,87],"emotion":[30,84,97],"states.":[31],"In":[32,53],"this":[33],"paper,":[34],"a":[35,41,47],"deep":[36],"learning":[37],"framework":[38],"multiband":[42],"feature":[43],"matrix":[44],"(MFM)":[45],"and":[46,61,102,131,140],"capsule":[48,133],"network":[49,134],"(CapsNet)":[50],"proposed.":[52],"framework,":[55],"frequency":[57,62],"domain,":[58],"characteristics,":[60],"band":[63],"are":[70],"combined":[71],"construct":[73],"MFM.":[75,90],"Then,":[76],"CapsNet":[78],"model":[79],"introduced":[81],"recognize":[83],"states":[85],"according":[86],"input":[89],"Experiments":[91],"conducted":[92],"dataset":[95],"for":[96,138],"analysis":[98],"using":[99],"EEG,":[100],"physiological,":[101],"video":[103],"(DEAP)":[105],"indicate":[106],"that":[107,121],"proposed":[109],"method":[110],"outperforms":[111],"most":[112],"common":[115],"models.":[116],"The":[117],"experimental":[118],"results":[119],"demonstrate":[120],"three":[123,143],"contained":[125],"in":[126],"MFM":[128],"were":[129],"complementary":[130],"was":[135],"more":[136],"suitable":[137],"mining":[139],"utilizing":[141],"correlation":[144],"characteristics.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":37},{"year":2023,"cited_by_count":51},{"year":2022,"cited_by_count":67},{"year":2021,"cited_by_count":48},{"year":2020,"cited_by_count":42},{"year":2019,"cited_by_count":9}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}