{"id":"https://openalex.org/W7154716982","doi":"https://doi.org/10.1016/j.neunet.2026.109016","title":"PDGCN: A progressive dual-branch graph convolution network for EEG emotion recognition","display_name":"PDGCN: A progressive dual-branch graph convolution network for EEG emotion recognition","publication_year":2026,"publication_date":"2026-04-17","ids":{"openalex":"https://openalex.org/W7154716982","doi":"https://doi.org/10.1016/j.neunet.2026.109016","pmid":"https://pubmed.ncbi.nlm.nih.gov/42034573"},"language":"en","primary_location":{"id":"doi:10.1016/j.neunet.2026.109016","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2026.109016","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5041963828","display_name":"Lina Qiu","orcid":"https://orcid.org/0000-0001-5733-1992"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lina Qiu","raw_affiliation_strings":["School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: lina.qiu@scnu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0001-5733-1992","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: lina.qiu@scnu.edu.cn","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067178357","display_name":"Minjin Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minjin Wu","raw_affiliation_strings":["School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: wuminjin5@163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: wuminjin5@163.com","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133853804","display_name":"You Hu","orcid":"https://orcid.org/0009-0005-0819-0587"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"You Hu","raw_affiliation_strings":["School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: 2024024510@m.scnu.edu.cn"],"raw_orcid":"https://orcid.org/0009-0005-0819-0587","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: 2024024510@m.scnu.edu.cn","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127166406","display_name":"Baiqiang Long","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baiqiang Long","raw_affiliation_strings":["School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: 2024024518@m.scnu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: 2024024518@m.scnu.edu.cn","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133871264","display_name":"Tianjian Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianjian Chen","raw_affiliation_strings":["School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: 2024024492@m.scnu.edu.cn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: 2024024492@m.scnu.edu.cn","institution_ids":["https://openalex.org/I187400657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133911219","display_name":"Jiahui Pan","orcid":"https://orcid.org/0000-0002-7576-6743"},"institutions":[{"id":"https://openalex.org/I187400657","display_name":"South China Normal University","ror":"https://ror.org/01kq0pv72","country_code":"CN","type":"education","lineage":["https://openalex.org/I187400657"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiahui Pan","raw_affiliation_strings":["School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: panjiahui@m.scnu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0002-7576-6743","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, South China Normal University, Foshan, 528225, China. Electronic address: panjiahui@m.scnu.edu.cn","institution_ids":["https://openalex.org/I187400657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5133911219"],"corresponding_institution_ids":["https://openalex.org/I187400657"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47239891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"202","issue":null,"first_page":"109016","last_page":"109016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9287999868392944,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9287999868392944,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.05079999938607216,"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":0.003000000026077032,"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/convolution","display_name":"Convolution (computer science)","score":0.5613999962806702},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5450000166893005},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5327000021934509},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5151000022888184},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.45879998803138733},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.3555999994277954}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7379000186920166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6330000162124634},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5613999962806702},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5450000166893005},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5327000021934509},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5151000022888184},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.45879998803138733},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3878999948501587},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.3555999994277954},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.32199999690055847},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2554999887943268}],"mesh":[{"descriptor_ui":"D000098422","descriptor_name":"Graph Neural Networks","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":true},{"descriptor_ui":"D004644","descriptor_name":"Emotions","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.neunet.2026.109016","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neunet.2026.109016","pdf_url":null,"source":{"id":"https://openalex.org/S123019304","display_name":"Neural Networks","issn_l":"0893-6080","issn":["0893-6080","1879-2782"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Networks","raw_type":"journal-article"},{"id":"pmid:42034573","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42034573","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":"Neural networks : the official journal of the International Neural Network Society","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1596717185","https://openalex.org/W1987552198","https://openalex.org/W2002055708","https://openalex.org/W2031461126","https://openalex.org/W2101491865","https://openalex.org/W2116083905","https://openalex.org/W2129109788","https://openalex.org/W2133105630","https://openalex.org/W2558748708","https://openalex.org/W2613375858","https://openalex.org/W2736185028","https://openalex.org/W2741907166","https://openalex.org/W2786768213","https://openalex.org/W2790404832","https://openalex.org/W2796431263","https://openalex.org/W2963355311","https://openalex.org/W2974596145","https://openalex.org/W2993348073","https://openalex.org/W3014163061","https://openalex.org/W3024961463","https://openalex.org/W3043308633","https://openalex.org/W3047405387","https://openalex.org/W3134204148","https://openalex.org/W3164439356","https://openalex.org/W3186844663","https://openalex.org/W4312891224","https://openalex.org/W4319934143","https://openalex.org/W4378804858","https://openalex.org/W4390969131","https://openalex.org/W4392309135","https://openalex.org/W4394699177","https://openalex.org/W4395096566","https://openalex.org/W4396523306","https://openalex.org/W4396594838","https://openalex.org/W4399377402","https://openalex.org/W4399728156","https://openalex.org/W4400975551","https://openalex.org/W4403285421","https://openalex.org/W4405825647","https://openalex.org/W4411848461","https://openalex.org/W4412429360","https://openalex.org/W4412722179"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2026-04-18T00:00:00"}
