{"id":"https://openalex.org/W4309225482","doi":"https://doi.org/10.1109/niles56402.2022.9942397","title":"FPGA Implementation of Epileptic Seizure Detection using Artificial Neural Network","display_name":"FPGA Implementation of Epileptic Seizure Detection using Artificial Neural Network","publication_year":2022,"publication_date":"2022-10-22","ids":{"openalex":"https://openalex.org/W4309225482","doi":"https://doi.org/10.1109/niles56402.2022.9942397"},"language":"en","primary_location":{"id":"doi:10.1109/niles56402.2022.9942397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/niles56402.2022.9942397","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 4th Novel Intelligent and Leading Emerging Sciences Conference (NILES)","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/A5100552132","display_name":"Ahmad A. Ahmad","orcid":null},"institutions":[{"id":"https://openalex.org/I96823368","display_name":"German University in Cairo","ror":"https://ror.org/03rjt0z37","country_code":"EG","type":"education","lineage":["https://openalex.org/I96823368"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmad A. Ahmad","raw_affiliation_strings":["German University in Cairo,Electronics Engineering Dept.,Cairo,Egypt","Electronics Engineering Dept., German University in Cairo, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German University in Cairo,Electronics Engineering Dept.,Cairo,Egypt","institution_ids":["https://openalex.org/I96823368"]},{"raw_affiliation_string":"Electronics Engineering Dept., German University in Cairo, Cairo, Egypt","institution_ids":["https://openalex.org/I96823368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046204197","display_name":"Yasmin M. Massoud","orcid":"https://orcid.org/0000-0002-8130-2208"},"institutions":[{"id":"https://openalex.org/I96823368","display_name":"German University in Cairo","ror":"https://ror.org/03rjt0z37","country_code":"EG","type":"education","lineage":["https://openalex.org/I96823368"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Yasmin M. Massoud","raw_affiliation_strings":["German University in Cairo,Electronics Engineering Dept.,Cairo,Egypt","Electronics Engineering Dept., German University in Cairo, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German University in Cairo,Electronics Engineering Dept.,Cairo,Egypt","institution_ids":["https://openalex.org/I96823368"]},{"raw_affiliation_string":"Electronics Engineering Dept., German University in Cairo, Cairo, Egypt","institution_ids":["https://openalex.org/I96823368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069146692","display_name":"Levin Kuhlmann","orcid":"https://orcid.org/0000-0002-5108-6348"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]},{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Levin Kuhlmann","raw_affiliation_strings":["Melbourne University Parkville, Australia Brain Dynamics Lab Swinburne University,Biomedical Engineering Dept.,Australia","Biomedical Engineering Dept., Melbourne University Parkville, Australia Brain Dynamics Lab Swinburne University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Melbourne University Parkville, Australia Brain Dynamics Lab Swinburne University,Biomedical Engineering Dept.,Australia","institution_ids":["https://openalex.org/I57093077"]},{"raw_affiliation_string":"Biomedical Engineering Dept., Melbourne University Parkville, Australia Brain Dynamics Lab Swinburne University, Australia","institution_ids":["https://openalex.org/I165779595","https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039330377","display_name":"Mohamed A. Abd El Ghany","orcid":"https://orcid.org/0000-0002-6282-7738"},"institutions":[{"id":"https://openalex.org/I96823368","display_name":"German University in Cairo","ror":"https://ror.org/03rjt0z37","country_code":"EG","type":"education","lineage":["https://openalex.org/I96823368"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed A.Abde El Ghany","raw_affiliation_strings":["German University in Cairo Cairo, Egypt Integrated Electronics Systems Lab TU,Electronics Engineering Dept.,Darmsdtadt,Germany","Electronics Engineering Dept., German University in Cairo Cairo, Egypt Integrated Electronics Systems Lab TU, Darmsdtadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"German University in Cairo Cairo, Egypt Integrated Electronics Systems Lab TU,Electronics Engineering Dept.,Darmsdtadt,Germany","institution_ids":["https://openalex.org/I96823368"]},{"raw_affiliation_string":"Electronics Engineering Dept., German University in Cairo Cairo, Egypt Integrated Electronics Systems Lab TU, Darmsdtadt, Germany","institution_ids":["https://openalex.org/I96823368"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.671,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65302491,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"340","last_page":"344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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":0.979200005531311,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.8176442980766296},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6590868234634399},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6558287143707275},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.6483354568481445},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.622166097164154},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6189165115356445},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4947623610496521},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47023457288742065},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4104700982570648},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24969589710235596},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.20712822675704956},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.10608178377151489}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.8176442980766296},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6590868234634399},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6558287143707275},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.6483354568481445},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.622166097164154},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6189165115356445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4947623610496521},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47023457288742065},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4104700982570648},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24969589710235596},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.20712822675704956},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.10608178377151489}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/niles56402.2022.9942397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/niles56402.2022.9942397","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 4th Novel Intelligent and Leading Emerging Sciences Conference (NILES)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W610017488","https://openalex.org/W1556131344","https://openalex.org/W1975948719","https://openalex.org/W2018474381","https://openalex.org/W2126030941","https://openalex.org/W2127261457","https://openalex.org/W2128011414","https://openalex.org/W2148143831","https://openalex.org/W2153378539","https://openalex.org/W2342122652","https://openalex.org/W2431416214","https://openalex.org/W2594644573","https://openalex.org/W2799610518","https://openalex.org/W2887044684","https://openalex.org/W3003362442","https://openalex.org/W3046342815","https://openalex.org/W3126660191","https://openalex.org/W3162080335","https://openalex.org/W6633205339","https://openalex.org/W6754133652"],"related_works":["https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2111241003","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2922348724","https://openalex.org/W2356350882","https://openalex.org/W2166624857","https://openalex.org/W2363907062","https://openalex.org/W2393137063"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1,16],"a":[2,7],"neurological":[3],"disorder":[4],"accompanied":[5],"by":[6,35,127,139],"sudden,":[8],"uncontrolled":[9],"electrical":[10],"disturbance":[11],"in":[12,59,76],"the":[13,39,77,144,153,163],"brain":[14],"which":[15,63,118],"called":[17],"seizures.":[18,90],"So":[19],"far,":[20],"epilepsy":[21,43,110],"has":[22],"no":[23],"actual":[24],"treatment,":[25],"but":[26],"its":[27],"symptoms":[28],"and":[29,53,100,143],"accompanying":[30],"seizures":[31,107],"are":[32,57],"rather":[33],"controlled":[34],"medication.":[36],"This":[37,123],"makes":[38],"continuous":[40],"monitoring":[41,66],"of":[42,84,160,171],"patients":[44,111],"an":[45,157,168],"important":[46],"point":[47],"to":[48,80,88,96],"consider.":[49],"Recently,":[50],"machine":[51,85],"learning":[52,55,86],"deep":[54],"techniques":[56],"utilized":[58],"seizure":[60,65,103,141],"prediction":[61,104],"algorithms,":[62],"supports":[64],"significantly.":[67],"Additionally,":[68],"Field-programmable":[69],"Gate":[70],"Arrays":[71],"(FPGAs)":[72],"were":[73],"used":[74],"extensively":[75],"past":[78],"years":[79],"create":[81],"hardware":[82],"implementations":[83],"models":[87],"predict":[89],"In":[91],"this":[92],"work,":[93],"we":[94],"aim":[95],"implement":[97],"FPGA-based":[98],"general":[99,154],"patient":[101,164],"specific":[102,165],"that":[105,152],"detect":[106],"for":[108],"all":[109],"using":[112],"multilayer":[113],"perceptron":[114],"neural":[115],"network":[116],"models,":[117],"was":[119],"not":[120],"done":[121,126],"before.":[122],"will":[124],"be":[125],"first":[128],"extracting":[129],"features":[130],"from":[131],"The":[132],"raw":[133],"electroencephalogram":[134],"(EEG)":[135],"signal":[136],"samples":[137],"provided":[138],"Melbourne-NeuroVista":[140],"trial":[142],"Melbourne-University":[145],"AES-MathWorks-NIH":[146],"Seizure":[147],"Prediction":[148],"Challenge.":[149],"Results":[150],"show":[151],"model":[155,166],"had":[156,167],"AUC":[158,169],"score":[159,170],"0.71":[161],"while":[162],"0.79.":[172]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
