{"id":"https://openalex.org/W3003830702","doi":"https://doi.org/10.1109/embc44109.2020.9175641","title":"Neural Memory Networks for Seizure Type Classification","display_name":"Neural Memory Networks for Seizure Type Classification","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3003830702","doi":"https://doi.org/10.1109/embc44109.2020.9175641","mag":"3003830702","pmid":"https://pubmed.ncbi.nlm.nih.gov/33018053"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9175641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1912.04968","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007030707","display_name":"David Ahmedt\u2010Aristizabal","orcid":"https://orcid.org/0000-0003-1598-4930"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"David Ahmedt-Aristizabal","raw_affiliation_strings":["CSIRO, DATA61, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO, DATA61, Canberra, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000736425","display_name":"Tharindu Fernando","orcid":"https://orcid.org/0000-0002-6935-1816"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tharindu Fernando","raw_affiliation_strings":["Image and Video Research Laboratory, SAIVT, Queensland University of Technology, Brisbane, Australia","Queensland University of Technology,Image and Video Research Laboratory, SAIVT,Brisbane,Australia"],"affiliations":[{"raw_affiliation_string":"Image and Video Research Laboratory, SAIVT, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"Queensland University of Technology,Image and Video Research Laboratory, SAIVT,Brisbane,Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083626840","display_name":"Simon Denman","orcid":"https://orcid.org/0000-0002-0983-5480"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Simon Denman","raw_affiliation_strings":["Image and Video Research Laboratory, SAIVT, Queensland University of Technology, Brisbane, Australia","Queensland University of Technology,Image and Video Research Laboratory, SAIVT,Brisbane,Australia"],"affiliations":[{"raw_affiliation_string":"Image and Video Research Laboratory, SAIVT, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"Queensland University of Technology,Image and Video Research Laboratory, SAIVT,Brisbane,Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060335798","display_name":"Lars Petersson","orcid":"https://orcid.org/0000-0002-0103-1904"},"institutions":[{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lars Petersson","raw_affiliation_strings":["CSIRO, DATA61, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO, DATA61, Canberra, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067933117","display_name":"Matthew J. Aburn","orcid":null},"institutions":[{"id":"https://openalex.org/I217937681","display_name":"QIMR Berghofer Medical Research Institute","ror":"https://ror.org/004y8wk30","country_code":"AU","type":"facility","lineage":["https://openalex.org/I217937681"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Matthew J. Aburn","raw_affiliation_strings":["QIMR Berghofer Medical Research Institute, Brisbane, Australia","QIMR-Berghofer Medical Research Institute, Brisbane, Australia,"],"affiliations":[{"raw_affiliation_string":"QIMR Berghofer Medical Research Institute, Brisbane, Australia","institution_ids":["https://openalex.org/I217937681"]},{"raw_affiliation_string":"QIMR-Berghofer Medical Research Institute, Brisbane, Australia,","institution_ids":["https://openalex.org/I217937681"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034095159","display_name":"Clinton Fookes","orcid":"https://orcid.org/0000-0002-8515-6324"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Clinton Fookes","raw_affiliation_strings":["Image and Video Research Laboratory, SAIVT, Queensland University of Technology, Brisbane, Australia","Queensland University of Technology,Image and Video Research Laboratory, SAIVT,Brisbane,Australia"],"affiliations":[{"raw_affiliation_string":"Image and Video Research Laboratory, SAIVT, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]},{"raw_affiliation_string":"Queensland University of Technology,Image and Video Research Laboratory, SAIVT,Brisbane,Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007030707"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"],"apc_list":null,"apc_paid":null,"fwci":1.3621,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.79132923,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"2020","issue":null,"first_page":"569","last_page":"575"},"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/T10094","display_name":"Epilepsy research and treatment","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7284037470817566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6346479058265686},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6097139120101929},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6055560111999512},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6033593416213989},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5455971360206604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49631983041763306},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4586683511734009},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4408378303050995},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.43483275175094604},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.22785082459449768},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2012026607990265}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7284037470817566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6346479058265686},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6097139120101929},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6055560111999512},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6033593416213989},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5455971360206604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49631983041763306},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4586683511734009},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4408378303050995},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.43483275175094604},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.22785082459449768},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2012026607990265},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"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":"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":"D008568","descriptor_name":"Memory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008568","descriptor_name":"Memory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.1109/embc44109.2020.9175641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33018053","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33018053","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:arXiv.org:1912.04968","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1912.04968","pdf_url":"https://arxiv.org/pdf/1912.04968","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:eprints.qut.edu.au:205483","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/205483/1/69227127.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC): Enabling Innovative Technologies for Global Healthcare","raw_type":"Chapter in Book, Report or Conference volume"},{"id":"mag:3003830702","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1912.04968v2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1912.04968","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1912.04968","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1912.04968","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1912.04968","pdf_url":"https://arxiv.org/pdf/1912.04968","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1598796236","https://openalex.org/W1689711448","https://openalex.org/W1947481528","https://openalex.org/W2140833774","https://openalex.org/W2157331557","https://openalex.org/W2493031908","https://openalex.org/W2517777200","https://openalex.org/W2523467643","https://openalex.org/W2553015255","https://openalex.org/W2594644573","https://openalex.org/W2599022205","https://openalex.org/W2608787653","https://openalex.org/W2741907166","https://openalex.org/W2759483166","https://openalex.org/W2762012795","https://openalex.org/W2773359360","https://openalex.org/W2792764867","https://openalex.org/W2797694788","https://openalex.org/W2804824909","https://openalex.org/W2806850093","https://openalex.org/W2888598199","https://openalex.org/W2903894955","https://openalex.org/W2911605208","https://openalex.org/W2915893085","https://openalex.org/W2919115771","https://openalex.org/W2921754499","https://openalex.org/W2927069527","https://openalex.org/W2934856817","https://openalex.org/W2942359655","https://openalex.org/W2945272472","https://openalex.org/W2946520801","https://openalex.org/W2948224565","https://openalex.org/W2962699674","https://openalex.org/W2962785613","https://openalex.org/W2962941181","https://openalex.org/W2963168530","https://openalex.org/W2963196092","https://openalex.org/W2963290013","https://openalex.org/W2963518034","https://openalex.org/W2963579811","https://openalex.org/W2963861107","https://openalex.org/W2963919466","https://openalex.org/W2963973721","https://openalex.org/W2964267916","https://openalex.org/W2964287064","https://openalex.org/W2965277555","https://openalex.org/W2979334631","https://openalex.org/W2980073248","https://openalex.org/W3003519915","https://openalex.org/W3023058184","https://openalex.org/W3048605759","https://openalex.org/W4244709074","https://openalex.org/W6631190155","https://openalex.org/W6635679246","https://openalex.org/W6680887930","https://openalex.org/W6685893538","https://openalex.org/W6697449767","https://openalex.org/W6723019446","https://openalex.org/W6727238030","https://openalex.org/W6749733343","https://openalex.org/W6749825310","https://openalex.org/W6758930010","https://openalex.org/W6760028777","https://openalex.org/W6761162309","https://openalex.org/W6761619621","https://openalex.org/W6768990617"],"related_works":["https://openalex.org/W2995637152","https://openalex.org/W2911605208","https://openalex.org/W3131375430","https://openalex.org/W2769133985","https://openalex.org/W3155276454","https://openalex.org/W1859973126","https://openalex.org/W2905760173","https://openalex.org/W3127389222","https://openalex.org/W2462931682","https://openalex.org/W2921978462","https://openalex.org/W3005778357","https://openalex.org/W2559873324","https://openalex.org/W3105064698","https://openalex.org/W2899880637","https://openalex.org/W2980844220","https://openalex.org/W3124767066","https://openalex.org/W1973525977","https://openalex.org/W3015315737","https://openalex.org/W3160181370","https://openalex.org/W3131318685"],"abstract_inverted_index":{"Classification":[0],"of":[1,24,43,48,54,66,76,95,126,137,173,196,204],"seizure":[2,49,58,96,127,176],"type":[3,50,128,177],"is":[4,85],"a":[5,88,98,120,168],"key":[6],"step":[7],"in":[8,113],"the":[9,22,34,41,55,64,74,93,124,135,180,186,194,202],"clinical":[10,25,35],"process":[11],"for":[12,91,123,175],"evaluating":[13],"an":[14,106],"individual":[15],"who":[16],"presents":[17],"with":[18,158,185,208],"seizures.":[19],"It":[20],"determines":[21],"course":[23],"diagnosis":[26],"and":[27,29,40,57,60,79,145,149,211],"treatment,":[28],"its":[30],"impact":[31],"stretches":[32],"beyond":[33],"domain":[36],"to":[37,72,200],"epilepsy":[38,205],"research":[39,68,210],"development":[42],"novel":[44,121],"therapies.":[45],"Automated":[46],"identification":[47],"may":[51],"facilitate":[52],"understanding":[53],"disease,":[56],"detection":[59],"prediction":[61],"have":[62],"been":[63],"focus":[65],"recent":[67,111],"that":[69,100,164],"has":[70],"sought":[71],"exploit":[73],"benefits":[75],"machine":[77],"learning":[78,81,140],"deep":[80,139],"architectures.":[82],"Nevertheless,":[83],"there":[84],"not":[86],"yet":[87],"definitive":[89],"solution":[90],"automating":[92],"classification":[94,125,178],"type,":[97],"task":[99],"must":[101],"currently":[102],"be":[103],"performed":[104],"by":[105,110,153],"expert":[107],"epileptologist.":[108],"Inspired":[109],"advances":[112],"neural":[114,147,160,197],"memory":[115,156,198],"networks":[116,199],"(NMNs),":[117],"we":[118],"introduce":[119],"approach":[122],"using":[129,154],"electrophysiological":[130],"data.":[131,190],"We":[132,162],"first":[133],"explore":[134],"performance":[136],"traditional":[138],"techniques":[141],"which":[142],"use":[143],"convolutional":[144],"recurrent":[146],"networks,":[148],"enhance":[150],"these":[151],"architectures":[152],"external":[155],"modules":[157],"trainable":[159],"plasticity.":[161],"show":[163],"our":[165],"model":[166],"achieves":[167],"state-of-the-art":[169],"weighted":[170],"F1":[171],"score":[172],"0.945":[174],"on":[179],"TUH":[181],"EEG":[182],"Seizure":[183],"Corpus":[184],"IBM":[187],"TUSZ":[188],"preprocessed":[189],"This":[191],"work":[192],"highlights":[193],"potential":[195],"support":[201],"field":[203],"research,":[206],"along":[207],"biomedical":[209],"signal":[212],"analysis":[213],"more":[214],"broadly.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}