{"id":"https://openalex.org/W2952286992","doi":"https://doi.org/10.3389/fnbot.2019.00037","title":"SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG","display_name":"SAE+LSTM: A New Framework for Emotion Recognition From Multi-Channel EEG","publication_year":2019,"publication_date":"2019-06-12","ids":{"openalex":"https://openalex.org/W2952286992","doi":"https://doi.org/10.3389/fnbot.2019.00037","mag":"2952286992","pmid":"https://pubmed.ncbi.nlm.nih.gov/31244638","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/6581731"},"language":"en","primary_location":{"id":"doi:10.3389/fnbot.2019.00037","doi":"https://doi.org/10.3389/fnbot.2019.00037","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fnbot.2019.00037","pdf_url":"https://www.frontiersin.org/articles/10.3389/fnbot.2019.00037/pdf","source":{"id":"https://openalex.org/S115606517","display_name":"Frontiers in Neurorobotics","issn_l":"1662-5218","issn":["1662-5218"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neurorobotics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/fnbot.2019.00037/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036301580","display_name":"Xiaofen Xing","orcid":"https://orcid.org/0000-0002-0016-9055","observed_orcids":["https://orcid.org/0000-0002-0016-9055"]},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofen Xing","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100730071","display_name":"Zhiyang Li","orcid":"https://orcid.org/0000-0002-4970-8494","observed_orcids":["https://orcid.org/0000-0002-4970-8494","https://orcid.org/0009-0006-6858-5801"]},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenqi Li","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055659682","display_name":"Tianyuan Xu","orcid":"https://orcid.org/0000-0002-0446-7172","observed_orcids":["https://orcid.org/0000-0002-0446-7172"]},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyuan Xu","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101678797","display_name":"Lin Shu","orcid":"https://orcid.org/0000-0002-7096-154X","observed_orcids":["https://orcid.org/0000-0002-7096-154X","https://orcid.org/0000-0003-3731-2481","https://orcid.org/0000-0002-7755-8278"]},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Shu","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380066","display_name":"Bin Hu","orcid":"https://orcid.org/0000-0003-3514-5413","observed_orcids":["https://orcid.org/0000-0003-3514-5413","https://orcid.org/0000-0002-8851-4561","https://orcid.org/0009-0001-0570-7705","https://orcid.org/0009-0001-9071-7480","https://orcid.org/0009-0002-5722-5027","https://orcid.org/0009-0009-0292-338X"]},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Hu","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007354180","display_name":"Xiangmin Xu","orcid":"https://orcid.org/0000-0003-4573-5820","observed_orcids":["https://orcid.org/0000-0003-4573-5820"]},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangmin Xu","raw_affiliation_strings":["School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101678797"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":2950,"currency":"USD","value_usd":2950},"apc_paid":{"value":2950,"currency":"USD","value_usd":2950},"fwci":13.5647,"has_fulltext":true,"cited_by_count":270,"citation_normalized_percentile":{"value":0.9913445,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"13","issue":null,"first_page":"37","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9990000128746033,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.000699999975040555,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.0,"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/emotion-recognition","display_name":"emotion recognition","score":0.7799999713897705},{"id":"https://openalex.org/keywords/multichannel-eeg","display_name":"multichannel EEG","score":0.9480000138282776},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"long short-term memory","score":0.8870000243186951},{"id":"https://openalex.org/keywords/valence-and-arousal","display_name":"valence and arousal","score":0.7879999876022339},{"id":"https://openalex.org/keywords/deap-dataset","display_name":"DEAP dataset","score":0.9520000219345093}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8424745798110962},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8240451216697693},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6410373449325562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6009951829910278},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.5998464226722717},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5572331547737122},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49959897994995117},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.49000898003578186},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4818595349788666},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.44183364510536194},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.43765848875045776},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.34125998616218567},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0951666533946991},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","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}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.3389/fnbot.2019.00037","doi":"https://doi.org/10.3389/fnbot.2019.00037","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fnbot.2019.00037","pdf_url":"https://www.frontiersin.org/articles/10.3389/fnbot.2019.00037/pdf","source":{"id":"https://openalex.org/S115606517","display_name":"Frontiers in Neurorobotics","issn_l":"1662-5218","issn":["1662-5218"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neurorobotics","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6581731","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6581731","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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Front Neurorobot","raw_type":"Text"},{"id":"pmid:31244638","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31244638","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,"listed_in":[],"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":"Frontiers in neurorobotics","raw_type":"Journal Article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/276725","doi":null,"is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/276725","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/285261","doi":null,"is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/285261","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/294562","doi":null,"is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/294562","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/402082","doi":null,"is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/402082","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article (JA)"},{"id":"pmh:oai:doaj.org/article:7d468ff791c647fa9967ff5afb66b408","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/7d468ff791c647fa9967ff5afb66b408","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,"listed_in":[],"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":"Frontiers in Neurorobotics, Vol 13 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/fnbot.2019.00037","doi":"https://doi.org/10.3389/fnbot.2019.00037","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fnbot.2019.00037","pdf_url":"https://www.frontiersin.org/articles/10.3389/fnbot.2019.00037/pdf","source":{"id":"https://openalex.org/S115606517","display_name":"Frontiers in Neurorobotics","issn_l":"1662-5218","issn":["1662-5218"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Neurorobotics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2154319228","display_name":null,"funder_award_id":"61702192","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2754510794","display_name":null,"funder_award_id":"2018ZD11)","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2828989650","display_name":null,"funder_award_id":"2018ZD11","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G407320794","display_name":null,"funder_award_id":"U180120050","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4306649430","display_name":null,"funder_award_id":"U1636218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8727044063","display_name":null,"funder_award_id":"2018A030310407","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2952286992.pdf","grobid_xml":"https://content.openalex.org/works/W2952286992.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W34345037","https://openalex.org/W1765315678","https://openalex.org/W1967993123","https://openalex.org/W2002055708","https://openalex.org/W2003352387","https://openalex.org/W2037121244","https://openalex.org/W2062377220","https://openalex.org/W2067460630","https://openalex.org/W2087618018","https://openalex.org/W2091349671","https://openalex.org/W2100495367","https://openalex.org/W2104637120","https://openalex.org/W2105271344","https://openalex.org/W2107878631","https://openalex.org/W2112332687","https://openalex.org/W2131774270","https://openalex.org/W2132407017","https://openalex.org/W2132889650","https://openalex.org/W2138231644","https://openalex.org/W2150150736","https://openalex.org/W2156981839","https://openalex.org/W2159887240","https://openalex.org/W2163028963","https://openalex.org/W2188600900","https://openalex.org/W2198212055","https://openalex.org/W2278113816","https://openalex.org/W2289714406","https://openalex.org/W2293634267","https://openalex.org/W2296662810","https://openalex.org/W2362700267","https://openalex.org/W2393256679","https://openalex.org/W2525648609","https://openalex.org/W2556247010","https://openalex.org/W2556806401","https://openalex.org/W2569969175","https://openalex.org/W2572280252","https://openalex.org/W2596322930","https://openalex.org/W2604825588","https://openalex.org/W2766309231","https://openalex.org/W2785523195","https://openalex.org/W2792523725","https://openalex.org/W2800276980","https://openalex.org/W2810418809","https://openalex.org/W2962905870","https://openalex.org/W4233182706","https://openalex.org/W4243799827"],"related_works":["https://openalex.org/W4392391204","https://openalex.org/W4293103766","https://openalex.org/W4410251123","https://openalex.org/W4378418333","https://openalex.org/W2792523725","https://openalex.org/W2896297654","https://openalex.org/W3203228479","https://openalex.org/W3006673474","https://openalex.org/W7160397848","https://openalex.org/W4367011775"],"abstract_inverted_index":{"EEG-based":[0],"automatic":[1],"emotion":[2,21,38,86,110,118,143],"recognition":[3,22,111,119,144],"can":[4],"help":[5],"brain-inspired":[6],"robots":[7],"in":[8,122,126,142,153],"improving":[9],"their":[10],"interactions":[11],"with":[12],"humans.":[13],"This":[14],"paper":[15],"presents":[16],"a":[17,31,139],"novel":[18],"framework":[19,28,43,101,133,137],"for":[20,108],"using":[23,60,145],"multi-channel":[24,146],"electroencephalogram":[25],"(EEG).":[26],"The":[27,100],"consists":[29],"of":[30,64,117,131],"linear":[32,80],"EEG":[33,47,53,66,81,147],"mixing":[34,82],"model":[35,83,88],"and":[36,55,77,84,124,128],"an":[37,109],"timing":[39,87],"model.":[40],"Our":[41,136],"proposed":[42],"considerably":[44],"decomposes":[45],"the":[46,51,61,65,79,85,92,105,114,129,149,154],"source":[48],"signals":[49,54],"from":[50],"collected":[52],"improves":[56],"classification":[57],"accuracy":[58,116],"by":[59],"context":[62],"correlations":[63],"feature":[67],"sequences.":[68],"Specially,":[69],"Stack":[70],"AutoEncoder":[71],"(SAE)":[72],"is":[73,89],"used":[74],"to":[75],"build":[76],"solve":[78],"based":[90],"on":[91,104],"Long":[93],"Short-Term":[94],"Memory":[95],"Recurrent":[96],"Neural":[97],"Network":[98],"(LSTM-RNN).":[99],"was":[102,134],"implemented":[103],"DEAP":[106],"dataset":[107],"experiment,":[112],"where":[113],"mean":[115],"achieved":[120],"81.10%":[121],"valence":[123],"74.38%":[125],"arousal,":[127],"effectiveness":[130],"our":[132],"verified.":[135],"exhibited":[138],"better":[140],"performance":[141],"than":[148],"compared":[150],"conventional":[151],"approaches":[152],"experiments.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":54},{"year":2023,"cited_by_count":44},{"year":2022,"cited_by_count":67},{"year":2021,"cited_by_count":34},{"year":2020,"cited_by_count":28},{"year":2019,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-06-27T00:00:00"}