{"id":"https://openalex.org/W4327662931","doi":"https://doi.org/10.1109/tnnls.2023.3252569","title":"SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification","display_name":"SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification","publication_year":2023,"publication_date":"2023-03-16","ids":{"openalex":"https://openalex.org/W4327662931","doi":"https://doi.org/10.1109/tnnls.2023.3252569","pmid":"https://pubmed.ncbi.nlm.nih.gov/37030729"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2023.3252569","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3252569","pdf_url":"https://ieeexplore.ieee.org/ielx7/5962385/6104215/10075361.pdf","source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/5962385/6104215/10075361.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006417050","display_name":"Jialin Wang","orcid":"https://orcid.org/0000-0003-4202-9656"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jialin Wang","raw_affiliation_strings":["State Key Laboratory of ASIC and Systems, the Institute of Brain-Inspired Circuits and Systems, and the Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of ASIC and Systems, the Institute of Brain-Inspired Circuits and Systems, and the Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775758","display_name":"Rui Gao","orcid":"https://orcid.org/0000-0001-7570-8140"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Gao","raw_affiliation_strings":["Department of Naval Architecture and Ocean Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Naval Architecture and Ocean Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036265706","display_name":"Haotian Zheng","orcid":"https://orcid.org/0000-0002-3805-5547"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haotian Zheng","raw_affiliation_strings":["State Key Laboratory of ASIC and Systems, the Institute of Brain-Inspired Circuits and Systems, and the Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of ASIC and Systems, the Institute of Brain-Inspired Circuits and Systems, and the Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012857136","display_name":"Hao Zhu","orcid":"https://orcid.org/0009-0001-0791-7108"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhu","raw_affiliation_strings":["State Key Laboratory of ASIC and Systems, the Institute of Brain-Inspired Circuits and Systems, and the Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of ASIC and Systems, the Institute of Brain-Inspired Circuits and Systems, and the Zhangjiang Fudan International Innovation Center, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036775341","display_name":"C.\u2010J. Richard Shi","orcid":"https://orcid.org/0000-0002-3157-3464"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C.-J. Richard Shi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006417050"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":6.4077,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.97418566,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"35","issue":"9","first_page":"12157","last_page":"12171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9990000128746033,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9951000213623047,"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/computer-science","display_name":"Computer science","score":0.6714898943901062},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6713925004005432},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6354734301567078},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5356642007827759},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5090405344963074},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.4100538492202759},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32499608397483826},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.20882514119148254}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6714898943901062},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6713925004005432},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6354734301567078},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5356642007827759},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5090405344963074},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.4100538492202759},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32499608397483826},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.20882514119148254},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"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":"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":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2023.3252569","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3252569","pdf_url":"https://ieeexplore.ieee.org/ielx7/5962385/6104215/10075361.pdf","source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:37030729","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37030729","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":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tnnls.2023.3252569","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnnls.2023.3252569","pdf_url":"https://ieeexplore.ieee.org/ielx7/5962385/6104215/10075361.pdf","source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2747258121","display_name":null,"funder_award_id":"2018SHZDZX0","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G2884910486","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320322724","funder_display_name":"Ministry of Education, India"},{"id":"https://openalex.org/G4177239872","display_name":null,"funder_award_id":"2018SHZDZX01","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G4760832594","display_name":null,"funder_award_id":"22ZR1406900","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G5511114924","display_name":null,"funder_award_id":"22ZR1406900","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G6271259443","display_name":null,"funder_award_id":"2018SHZDZX01","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G7122305678","display_name":null,"funder_award_id":"2021SHZDZX","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G8551726186","display_name":null,"funder_award_id":"2021SHZDZX","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G8910312554","display_name":null,"funder_award_id":"2018SHZDZX","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4327662931.pdf","grobid_xml":"https://content.openalex.org/works/W4327662931.grobid-xml"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W1511503348","https://openalex.org/W1522301498","https://openalex.org/W1662382123","https://openalex.org/W1990441178","https://openalex.org/W2011484846","https://openalex.org/W2030113059","https://openalex.org/W2053744708","https://openalex.org/W2055538060","https://openalex.org/W2065439482","https://openalex.org/W2088393247","https://openalex.org/W2095705004","https://openalex.org/W2150352855","https://openalex.org/W2301687791","https://openalex.org/W2301743789","https://openalex.org/W2521472744","https://openalex.org/W2524982237","https://openalex.org/W2537943564","https://openalex.org/W2569134578","https://openalex.org/W2606716941","https://openalex.org/W2607594748","https://openalex.org/W2734456019","https://openalex.org/W2736874680","https://openalex.org/W2739879705","https://openalex.org/W2749412917","https://openalex.org/W2759483166","https://openalex.org/W2797717140","https://openalex.org/W2798170643","https://openalex.org/W2894936553","https://openalex.org/W2896409484","https://openalex.org/W2897824775","https://openalex.org/W2899125647","https://openalex.org/W2899900073","https://openalex.org/W2903709507","https://openalex.org/W2904559787","https://openalex.org/W2907492528","https://openalex.org/W2908578648","https://openalex.org/W2910683885","https://openalex.org/W2911378376","https://openalex.org/W2922922453","https://openalex.org/W2962785613","https://openalex.org/W2962965870","https://openalex.org/W2962984603","https://openalex.org/W2963643655","https://openalex.org/W2963768879","https://openalex.org/W2963832159","https://openalex.org/W2964015378","https://openalex.org/W2964853047","https://openalex.org/W2993548219","https://openalex.org/W3010110121","https://openalex.org/W3025494222","https://openalex.org/W3042556416","https://openalex.org/W3094641029","https://openalex.org/W3104263540","https://openalex.org/W3126170547","https://openalex.org/W3126317075","https://openalex.org/W3127615622","https://openalex.org/W3127694419","https://openalex.org/W3175312723","https://openalex.org/W4210847455","https://openalex.org/W4225851481","https://openalex.org/W4249513058","https://openalex.org/W4287828539","https://openalex.org/W4292363360","https://openalex.org/W4293718925","https://openalex.org/W6631190155","https://openalex.org/W6674330103","https://openalex.org/W6682889407","https://openalex.org/W6684191040","https://openalex.org/W6696879442","https://openalex.org/W6720006811","https://openalex.org/W6726275242","https://openalex.org/W6747902070","https://openalex.org/W6749977017","https://openalex.org/W6754929296","https://openalex.org/W6755843862","https://openalex.org/W6756046763","https://openalex.org/W6771625333","https://openalex.org/W6774302960"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2395385109","https://openalex.org/W2073681303","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2922348724","https://openalex.org/W2356350882","https://openalex.org/W4388090985","https://openalex.org/W200322357"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3,39],"propose":[4,40],"a":[5,23,30,41,81],"sparse":[6,85],"spectra":[7],"graph":[8,45,57,62,74],"convolutional":[9,75],"network":[10,76],"(SSGCNet)":[11],"for":[12],"epileptic":[13],"electroencephalogram":[14],"(EEG)":[15],"signal":[16],"classification.":[17],"The":[18,51,72],"goal":[19],"is":[20,77,127],"to":[21,47],"develop":[22],"lightweighted":[24],"deep":[25],"learning":[26],"model":[27],"while":[28],"retaining":[29],"high":[31],"level":[32],"of":[33,93],"classification":[34,106],"accuracy.":[35],"To":[36],"do":[37],"so,":[38],"weighted":[42],"neighborhood":[43],"field":[44],"(WNFG)":[46],"represent":[48],"EEG":[49],"signals.":[50],"WNFG":[52,82],"reduces":[53],"redundant":[54],"edges":[55],"between":[56],"nodes":[58],"and":[59,65,88,113,116],"has":[60,103],"lower":[61],"generation":[63],"time":[64],"memory":[66],"usage":[67],"than":[68],"the":[69,89,98,104,109,114,124],"baseline":[70],"solution.":[71],"sequential":[73],"further":[78],"developed":[79],"from":[80],"by":[83],"combining":[84],"weight":[86],"pruning":[87],"alternating":[90],"direction":[91],"method":[92,102],"multipliers":[94],"(ADMM).":[95],"Compared":[96],"with":[97],"state-of-the-art":[99],"method,":[100],"our":[101],"same":[105],"accuracy":[107],"on":[108],"Bonn":[110],"public":[111],"dataset":[112,122],"spikes":[115],"slow":[117],"waves":[118],"(SSW)":[119],"clinical":[120],"real":[121],"when":[123],"connection":[125],"rate":[126],"ten":[128],"times":[129],"smaller.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
