{"id":"https://openalex.org/W7213466719","doi":"https://doi.org/10.1007/s13534-026-00618-4","title":"EEG-SDL-Net: biomedical EEG signal classification via multi-level supervised Kolmogorov\u2013Arnold networks","display_name":"EEG-SDL-Net: biomedical EEG signal classification via multi-level supervised Kolmogorov\u2013Arnold networks","publication_year":2026,"publication_date":"2026-09-17","ids":{"openalex":"https://openalex.org/W7213466719","doi":"https://doi.org/10.1007/s13534-026-00618-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/42996527","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13740442"},"language":"en","primary_location":{"id":"doi:10.1007/s13534-026-00618-4","doi":"https://doi.org/10.1007/s13534-026-00618-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13534-026-00618-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764347112","display_name":"Biomedical Engineering Letters","issn_l":"2093-9868","issn":["2093-9868","2093-985X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","kci-registered","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Engineering Letters","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13740442/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035842914","display_name":"Hmidi Alaeddine","orcid":"https://orcid.org/0000-0002-2417-3972","observed_orcids":["https://orcid.org/0000-0002-2417-3972"]},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]},{"id":"https://openalex.org/I55167344","display_name":"University of Kairouan","ror":"https://ror.org/024mpte60","country_code":"TN","type":"education","lineage":["https://openalex.org/I55167344"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Hmidi Alaeddine","raw_affiliation_strings":["Higher Institute of Applied Sciences and Technology of Kasserine, Kairouan University, 1200 Kasserine, Tunisia","Laboratory of Electronics and Microelectronics, LR99ES30, Faculty of Sciences, Monastir University, 5019 Monastir, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-2417-3972","affiliations":[{"raw_affiliation_string":"Higher Institute of Applied Sciences and Technology of Kasserine, Kairouan University, 1200 Kasserine, Tunisia","institution_ids":["https://openalex.org/I55167344"]},{"raw_affiliation_string":"Laboratory of Electronics and Microelectronics, LR99ES30, Faculty of Sciences, Monastir University, 5019 Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035842914"],"corresponding_institution_ids":["https://openalex.org/I166928557","https://openalex.org/I55167344"],"apc_list":{"value":3890,"currency":"USD","value_usd":3890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"6","first_page":"1527","last_page":"1561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9907000064849854,"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":0.9907000064849854,"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":0.006300000008195639,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.0010000000474974513,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/eeg-classification","display_name":"EEG classification","score":0.9649999737739563},{"id":"https://openalex.org/keywords/kolmogorov-arnold-networks","display_name":"Kolmogorov-Arnold networks","score":0.9660000205039978},{"id":"https://openalex.org/keywords/channel-attention","display_name":"channel attention","score":0.9599999785423279},{"id":"https://openalex.org/keywords/edge-intelligence","display_name":"edge AI","score":0.5270000100135803},{"id":"https://openalex.org/keywords/internet-of-medical-things","display_name":"Internet of Medical Things","score":0.8980000019073486},{"id":"https://openalex.org/keywords/seed-vig-dataset","display_name":"SEED-VIG dataset","score":0.824999988079071}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7908999919891357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7179999947547913},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6403999924659729},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.595300018787384},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5414000153541565},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5123000144958496},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4677000045776367},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4578999876976013},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.42890000343322754},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.40220001339912415},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3571999967098236},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.3249000012874603},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3091000020503998},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.3075999915599823},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.30550000071525574},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3028999865055084},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.30090001225471497},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.29159998893737793},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.27970001101493835},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C2776848632","wikidata":"https://www.wikidata.org/wiki/Q853463","display_name":"Clipping (morphology)","level":2,"score":0.2590999901294708}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s13534-026-00618-4","doi":"https://doi.org/10.1007/s13534-026-00618-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13534-026-00618-4","pdf_url":null,"source":{"id":"https://openalex.org/S2764347112","display_name":"Biomedical Engineering Letters","issn_l":"2093-9868","issn":["2093-9868","2093-985X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","kci-registered","poland-40","russia-white-list-1"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Engineering Letters","raw_type":"journal-article"},{"id":"pmid:42996527","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42996527","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":"Biomedical engineering letters","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13740442","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13740442/","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomed Eng Lett","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:13740442","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13740442/","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomed Eng Lett","raw_type":"Text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W2002055708","https://openalex.org/W2016479629","https://openalex.org/W2075647286","https://openalex.org/W2106006415","https://openalex.org/W2558193840","https://openalex.org/W2752782242","https://openalex.org/W2919115771","https://openalex.org/W2946783148","https://openalex.org/W2970076067","https://openalex.org/W3015271415","https://openalex.org/W3190604895","https://openalex.org/W4239510810","https://openalex.org/W4308698170","https://openalex.org/W4311777062","https://openalex.org/W4312906351","https://openalex.org/W4319867819","https://openalex.org/W4321373435","https://openalex.org/W4376457057","https://openalex.org/W4385268829","https://openalex.org/W4386995913","https://openalex.org/W4387974911","https://openalex.org/W4388860389","https://openalex.org/W4388940754","https://openalex.org/W4390747972","https://openalex.org/W4398180426","https://openalex.org/W4400490046","https://openalex.org/W4402262955","https://openalex.org/W4403165941","https://openalex.org/W4406483021"],"related_works":["https://openalex.org/W4416088689","https://openalex.org/W4389158932","https://openalex.org/W4205772666","https://openalex.org/W7134175338","https://openalex.org/W7117851881","https://openalex.org/W4409561624","https://openalex.org/W3215474913","https://openalex.org/W4401202694","https://openalex.org/W7162135315","https://openalex.org/W4406260423"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-09-17T00:00:00"}
