{"id":"https://openalex.org/W3037269289","doi":"https://doi.org/10.1109/iscas45731.2020.9180429","title":"Noise-Resilient and Interpretable Epileptic Seizure Detection","display_name":"Noise-Resilient and Interpretable Epileptic Seizure Detection","publication_year":2020,"publication_date":"2020-09-29","ids":{"openalex":"https://openalex.org/W3037269289","doi":"https://doi.org/10.1109/iscas45731.2020.9180429","mag":"3037269289"},"language":"en","primary_location":{"id":"doi:10.1109/iscas45731.2020.9180429","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9180429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/record/274119/files/ISCAS2020%20ESL%20Epilepsy%20EEG%20final.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089562358","display_name":"Anthony Thomas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Anthony Hitchcock Thomas","raw_affiliation_strings":["Embedded Systems Laboratory (ESL) Swiss Federal Institute of Technology Lausanne (EPFL)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory (ESL) Swiss Federal Institute of Technology Lausanne (EPFL)","institution_ids":["https://openalex.org/I4210145666","https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024972825","display_name":"Amir Aminifar","orcid":"https://orcid.org/0000-0002-1673-4733"},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"Amir Aminifar","raw_affiliation_strings":["Embedded Systems Laboratory (ESL) Swiss Federal Institute of Technology Lausanne (EPFL)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory (ESL) Swiss Federal Institute of Technology Lausanne (EPFL)","institution_ids":["https://openalex.org/I4210145666","https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074236306","display_name":"David Atienza","orcid":"https://orcid.org/0000-0001-9536-4947"},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","US"],"is_corresponding":false,"raw_author_name":"David Atienza","raw_affiliation_strings":["Embedded Systems Laboratory (ESL) Swiss Federal Institute of Technology Lausanne (EPFL)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory (ESL) Swiss Federal Institute of Technology Lausanne (EPFL)","institution_ids":["https://openalex.org/I4210145666","https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4682,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.89262561,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9932000041007996,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7637354135513306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6610689163208008},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.6205477118492126},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6031831502914429},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5970343947410583},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.594758152961731},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5757261514663696},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5687243938446045},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.49933362007141113},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.4701022505760193},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44092434644699097},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38283005356788635},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3431837260723114},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.12685444951057434},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08009195327758789}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7637354135513306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6610689163208008},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.6205477118492126},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6031831502914429},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5970343947410583},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.594758152961731},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5757261514663696},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5687243938446045},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49933362007141113},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.4701022505760193},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44092434644699097},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38283005356788635},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3431837260723114},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12685444951057434},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08009195327758789},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iscas45731.2020.9180429","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9180429","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:274119","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/274119","pdf_url":"https://infoscience.epfl.ch/record/274119/files/ISCAS2020%20ESL%20Epilepsy%20EEG%20final.pdf","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:274119","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/274119","pdf_url":"https://infoscience.epfl.ch/record/274119/files/ISCAS2020%20ESL%20Epilepsy%20EEG%20final.pdf","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference proceedings"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3037269289.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1686946872","https://openalex.org/W1840218356","https://openalex.org/W1978466328","https://openalex.org/W2027927824","https://openalex.org/W2041935121","https://openalex.org/W2047748504","https://openalex.org/W2056925087","https://openalex.org/W2073135166","https://openalex.org/W2082973241","https://openalex.org/W2090276138","https://openalex.org/W2103723258","https://openalex.org/W2128791381","https://openalex.org/W2138160374","https://openalex.org/W2159025673","https://openalex.org/W2162800060","https://openalex.org/W2398870399","https://openalex.org/W2402144811","https://openalex.org/W2513671774","https://openalex.org/W2528525647","https://openalex.org/W2585964843","https://openalex.org/W2610556153","https://openalex.org/W2683470288","https://openalex.org/W2726666234","https://openalex.org/W2741907166","https://openalex.org/W2769045025","https://openalex.org/W2800416849","https://openalex.org/W2880214242","https://openalex.org/W2902227449","https://openalex.org/W2904559787","https://openalex.org/W2914314600","https://openalex.org/W2915196348","https://openalex.org/W2925348834","https://openalex.org/W2953384591","https://openalex.org/W2964080999","https://openalex.org/W2964121744","https://openalex.org/W2964160479","https://openalex.org/W3105605673","https://openalex.org/W4244723818","https://openalex.org/W4293469690","https://openalex.org/W6631190155","https://openalex.org/W6637108112","https://openalex.org/W6675471587","https://openalex.org/W6712834526","https://openalex.org/W6713134421","https://openalex.org/W6729906282"],"related_works":["https://openalex.org/W2468279273","https://openalex.org/W2354198838","https://openalex.org/W1989130879","https://openalex.org/W2103419012","https://openalex.org/W2988126442","https://openalex.org/W1974414866","https://openalex.org/W2057568687","https://openalex.org/W2063982682","https://openalex.org/W2338543196","https://openalex.org/W2166624857"],"abstract_inverted_index":{"Deep":[0],"convolutional":[1],"neural":[2,42],"networks":[3,43],"have":[4],"recently":[5],"emerged":[6],"as":[7],"a":[8,65,81],"state-of-the":[9],"art":[10],"tool":[11],"in":[12,51,76],"detection":[13,71],"of":[14,26,88],"seizures.":[15],"Such":[16],"models":[17],"offer":[18],"the":[19,85,118],"ability":[20],"to":[21,46,58,79,91],"extract":[22],"complex":[23],"nonlinear":[24],"representations":[25,105],"an":[27],"electroencephalogram":[28],"(EEG)":[29],"signal":[30,82,109],"which":[31,72,112],"can":[32],"improve":[33],"accuracy":[34],"over":[35],"methods":[36],"relying":[37],"on":[38],"hand-crafted":[39],"features.":[40],"However,":[41],"are":[44,55],"susceptible":[45],"confounding":[47],"artifacts":[48,110],"commonly":[49],"present":[50,64],"EEG":[52],"signals":[53],"and":[54,95,111],"notoriously":[56],"difficult":[57],"interpret.":[59],"In":[60],"this":[61],"work,":[62],"we":[63],"neural-network":[66],"based":[67],"algorithm":[68],"for":[69],"seizure":[70,94],"leverages":[73],"recent":[74],"advances":[75],"information":[77,89,116],"theory":[78],"construct":[80],"representation":[83],"containing":[84],"minimal":[86],"amount":[87],"necessary":[90],"discriminate":[92],"between":[93],"normal":[96],"brain":[97],"activity.":[98],"We":[99],"show":[100],"our":[101],"approach":[102],"automatically":[103],"learns":[104],"that":[106],"ignore":[107],"common":[108],"encode":[113],"medically":[114],"relevant":[115],"from":[117],"raw":[119],"signal.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2020-07-02T00:00:00"}