{"id":"https://openalex.org/W2949379775","doi":"https://doi.org/10.1109/mocast.2019.8741951","title":"Hardware Accelerated Epileptic Seizure Detection System Using Support Vector Machine","display_name":"Hardware Accelerated Epileptic Seizure Detection System Using Support Vector Machine","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2949379775","doi":"https://doi.org/10.1109/mocast.2019.8741951","mag":"2949379775"},"language":"en","primary_location":{"id":"doi:10.1109/mocast.2019.8741951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mocast.2019.8741951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th International Conference on Modern Circuits and Systems Technologies (MOCAST)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5060060735","display_name":"Yahia Elhazek","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150948","display_name":"Zewail City of Science and Technology","ror":"https://ror.org/04w5f4y88","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210150948"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Yahia Elhazek","raw_affiliation_strings":["Nanotechnology and Nanoelectronics Program, Zewail City of Science and Technology, October Gardens, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanotechnology and Nanoelectronics Program, Zewail City of Science and Technology, October Gardens, Giza, Egypt","institution_ids":["https://openalex.org/I4210150948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055670196","display_name":"Ahmed Ibrahim","orcid":"https://orcid.org/0000-0002-4760-3533"},"institutions":[{"id":"https://openalex.org/I4210150948","display_name":"Zewail City of Science and Technology","ror":"https://ror.org/04w5f4y88","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210150948"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Ibrahim","raw_affiliation_strings":["Nanotechnology and Nanoelectronics Program, Zewail City of Science and Technology, October Gardens, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanotechnology and Nanoelectronics Program, Zewail City of Science and Technology, October Gardens, Giza, Egypt","institution_ids":["https://openalex.org/I4210150948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024661151","display_name":"Mostafa Amer","orcid":"https://orcid.org/0000-0002-3246-8156"},"institutions":[{"id":"https://openalex.org/I4210150948","display_name":"Zewail City of Science and Technology","ror":"https://ror.org/04w5f4y88","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210150948"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mostafa Amer","raw_affiliation_strings":["Nanotechnology and Nanoelectronics Program, Zewail City of Science and Technology, October Gardens, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanotechnology and Nanoelectronics Program, Zewail City of Science and Technology, October Gardens, Giza, Egypt","institution_ids":["https://openalex.org/I4210150948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064373088","display_name":"Ahmed Abubakr","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150948","display_name":"Zewail City of Science and Technology","ror":"https://ror.org/04w5f4y88","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210150948"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Abubakr","raw_affiliation_strings":["Nanotechnology and Nanoelectronics Program, Zewail City of Science and Technology, October Gardens, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanotechnology and Nanoelectronics Program, Zewail City of Science and Technology, October Gardens, Giza, Egypt","institution_ids":["https://openalex.org/I4210150948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063929219","display_name":"Hassan Mostafa","orcid":"https://orcid.org/0000-0003-0043-5007"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Hassan Mostafa","raw_affiliation_strings":["Electronics and Communications Department, Cairo University, Giza, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Communications Department, Cairo University, Giza, Egypt","institution_ids":["https://openalex.org/I145487455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9287,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68703882,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9876999855041504,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/support-vector-machine","display_name":"Support vector machine","score":0.8654464483261108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6068598031997681},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5790069103240967},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5506375432014465},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.512155294418335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45099708437919617},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4342286288738251},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.4330938458442688},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41057395935058594},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19170302152633667},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16353058815002441},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.07768553495407104}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8654464483261108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6068598031997681},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5790069103240967},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5506375432014465},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.512155294418335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45099708437919617},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4342286288738251},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.4330938458442688},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41057395935058594},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19170302152633667},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16353058815002441},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.07768553495407104},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mocast.2019.8741951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mocast.2019.8741951","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 8th International Conference on Modern Circuits and Systems Technologies (MOCAST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1988841943","https://openalex.org/W2050418635","https://openalex.org/W2138190513","https://openalex.org/W2785742150","https://openalex.org/W2790877508","https://openalex.org/W2907427911","https://openalex.org/W6680455596"],"related_works":["https://openalex.org/W2350751952","https://openalex.org/W1999647744","https://openalex.org/W2362114017","https://openalex.org/W3147024994","https://openalex.org/W2063246903","https://openalex.org/W2374055396","https://openalex.org/W1978302214","https://openalex.org/W2021817983","https://openalex.org/W3008559849","https://openalex.org/W2371177901"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1,34,49,69],"one":[2],"of":[3,11,31,77,112,134,144],"the":[4,29,70,101,113,135],"most":[5],"common":[6],"neurological":[7],"disorders":[8],"affecting":[9],"millions":[10],"people":[12],"and":[13,20,27,81,93,140],"causing":[14],"serious":[15],"injuries":[16],"such":[17,39],"as":[18],"fractures":[19],"vehicle":[21],"accidents.":[22],"The":[23,64,105,131],"ability":[24],"to":[25,37,51,99,109,121],"detect":[26,52,110],"prevent":[28,38],"occurrence":[30],"epileptic":[32],"seizures":[33,116],"very":[35],"important":[36],"injuries.":[40],"In":[41],"this":[42],"paper,":[43],"a":[44],"low":[45],"complexity":[46],"implanatable":[47],"hardware":[48],"proposed":[50,106],"patient":[53],"specific":[54],"seizure":[55],"onsets":[56],"based":[57],"on":[58],"support":[59],"vector":[60],"machine":[61],"(SVM)":[62],"classification.":[63],"SVM":[65,102],"training":[66],"algorithm":[67],"used":[68,98],"sequential":[71],"minimal":[72],"optimization":[73],"(SMO).":[74],"A":[75],"number":[76],"time":[78,128],"domain,":[79],"hardware-inexpensive":[80],"discriminant":[82],"features":[83,96],"are":[84,97],"extracted":[85],"namely;":[86],"Hjorth":[87,89],"mobility,":[88],"complexity,":[90],"energy,":[91],"variance":[92],"coastline.":[94],"These":[95],"train":[100],"SMO":[103],"algorithm.":[104],"method":[107],"managed":[108],"100%":[111],"selected":[114],"patients'":[115],"with":[117],"smaller":[118],"latency":[119],"compared":[120],"previous":[122],"work":[123],"[1]":[124],"while":[125],"using":[126],"simpler":[127],"domain":[129],"features.":[130],"implantable":[132],"part":[133],"system":[136],"consumes":[137],"90":[138],"\u03bcW":[139],"occupies":[141],"layout":[142],"area":[143],"0.2":[145],"mm2.":[146]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}