{"id":"https://openalex.org/W7138143513","doi":"https://doi.org/10.1016/j.bspc.2026.110091","title":"DICHA: Dynamic and Interpretable Convolution via Hierarchical Attention for Robust EEG Classification","display_name":"DICHA: Dynamic and Interpretable Convolution via Hierarchical Attention for Robust EEG Classification","publication_year":2026,"publication_date":"2026-03-17","ids":{"openalex":"https://openalex.org/W7138143513","doi":"https://doi.org/10.1016/j.bspc.2026.110091"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110091","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110091","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"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":"Biomedical Signal Processing and Control","raw_type":"journal-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/A5100330317","display_name":"Cheng He","orcid":"https://orcid.org/0000-0002-0144-555X"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng He","raw_affiliation_strings":["Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082002996","display_name":"Ziheng Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziheng Guo","raw_affiliation_strings":["Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077666676","display_name":"Yehan Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yehan Xu","raw_affiliation_strings":["Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129714885","display_name":"Xiaoxu Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxu Zhao","raw_affiliation_strings":["Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129732865","display_name":"Wanying Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanying Yang","raw_affiliation_strings":["Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129737140","display_name":"Xiaoyu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaoyu Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129744616","display_name":"Jinhong Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhong Ding","raw_affiliation_strings":["School of Psychology, Capital Normal University, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"School of Psychology, Capital Normal University, Beijing, 100048, China","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129728322","display_name":"Ming Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I19772626","display_name":"Yeshiva University","ror":"https://ror.org/045x93337","country_code":"US","type":"education","lineage":["https://openalex.org/I19772626"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ming Ma","raw_affiliation_strings":["Department of Graduate Computer Science and Engineering, Katz School of Science and Health, Yeshiva University, New York, 10033, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Graduate Computer Science and Engineering, Katz School of Science and Health, Yeshiva University, New York, 10033, NY, USA","institution_ids":["https://openalex.org/I19772626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129675279","display_name":"Jingxu Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210147103","display_name":"Beijing HuiLongGuan Hospital","ror":"https://ror.org/03wgqqb38","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210110145","https://openalex.org/I4210135108","https://openalex.org/I4210147103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxu Chen","raw_affiliation_strings":["Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing, 100096, China"],"affiliations":[{"raw_affiliation_string":"Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing, 100096, China","institution_ids":["https://openalex.org/I4210147103","https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128694976","display_name":"Shuangjiang Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210147103","display_name":"Beijing HuiLongGuan Hospital","ror":"https://ror.org/03wgqqb38","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210110145","https://openalex.org/I4210135108","https://openalex.org/I4210147103"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuangjiang Zhou","raw_affiliation_strings":["Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing, 100096, China"],"affiliations":[{"raw_affiliation_string":"Beijing HuiLongGuan Hospital, Peking University HuiLongGuan Clinical Medical School, Beijing, 100096, China","institution_ids":["https://openalex.org/I4210147103","https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5129694893","display_name":"Likun Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Likun Xia","raw_affiliation_strings":["Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China"],"affiliations":[{"raw_affiliation_string":"Laboratory of Neural Computing and Intelligent Perception, College of Information Engineering, Capital Normal University, Beijing, 100048, China","institution_ids":["https://openalex.org/I96852419"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5129694893"],"corresponding_institution_ids":["https://openalex.org/I96852419"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.89995204,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"120","issue":null,"first_page":"110091","last_page":"110091"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.766700029373169,"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":0.766700029373169,"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":0.054999999701976776,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.03440000116825104,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.63919997215271},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.531499981880188},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4165000021457672},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.26649999618530273}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7663999795913696},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.63919997215271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6279000043869019},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.531499981880188},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4165000021457672},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28380000591278076},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.26649999618530273},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.2599000036716461},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23469999432563782},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.23000000417232513}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110091","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110091","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"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":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1516056970","https://openalex.org/W1867115258","https://openalex.org/W1947251450","https://openalex.org/W2141330748","https://openalex.org/W2194775991","https://openalex.org/W2528351778","https://openalex.org/W2559463885","https://openalex.org/W2752782242","https://openalex.org/W2884585870","https://openalex.org/W2894692871","https://openalex.org/W2910134385","https://openalex.org/W2958197594","https://openalex.org/W2963811535","https://openalex.org/W3030420691","https://openalex.org/W3034421924","https://openalex.org/W3108870912","https://openalex.org/W3150499614","https://openalex.org/W3167976421","https://openalex.org/W3193777116","https://openalex.org/W4214510796","https://openalex.org/W4283400038","https://openalex.org/W4286361050","https://openalex.org/W4300942166","https://openalex.org/W4319660129","https://openalex.org/W4352976876","https://openalex.org/W4361297352","https://openalex.org/W4378976269","https://openalex.org/W4381733655","https://openalex.org/W4381785857","https://openalex.org/W4382465803","https://openalex.org/W4386075524","https://openalex.org/W4389537665","https://openalex.org/W4389577088","https://openalex.org/W4390754410","https://openalex.org/W4392909666","https://openalex.org/W4396890386","https://openalex.org/W4402703046","https://openalex.org/W4402754177","https://openalex.org/W4407923451","https://openalex.org/W4413472493"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T20:47:17.329874","created_date":"2026-03-18T00:00:00"}
