{"id":"https://openalex.org/W2942968344","doi":"https://doi.org/10.1109/iscas.2019.8702211","title":"A Resource-Optimized VLSI Architecture for Patient-Specific Seizure Detection using Frontal-Lobe EEG","display_name":"A Resource-Optimized VLSI Architecture for Patient-Specific Seizure Detection using Frontal-Lobe EEG","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2942968344","doi":"https://doi.org/10.1109/iscas.2019.8702211","mag":"2942968344"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2019.8702211","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702211","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5081722621","display_name":"Tianyu Zhan","orcid":"https://orcid.org/0000-0002-8572-4539"},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tianyu Zhan","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, York University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, York University, Canada","institution_ids":["https://openalex.org/I192455969"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025470113","display_name":"Sam Guraya","orcid":null},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sam Guraya","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, York University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, York University, Canada","institution_ids":["https://openalex.org/I192455969"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062337024","display_name":"Hossein Kassiri","orcid":"https://orcid.org/0000-0002-8220-1986"},"institutions":[{"id":"https://openalex.org/I192455969","display_name":"York University","ror":"https://ror.org/05fq50484","country_code":"CA","type":"education","lineage":["https://openalex.org/I192455969"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hossein Kassiri","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, York University, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, York University, Canada","institution_ids":["https://openalex.org/I192455969"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I192455969"],"apc_list":null,"apc_paid":null,"fwci":2.4765,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88081489,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9958000183105469,"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"}},{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9954000115394592,"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/electroencephalography","display_name":"Electroencephalography","score":0.7533956170082092},{"id":"https://openalex.org/keywords/frontal-lobe","display_name":"Frontal lobe","score":0.6518188118934631},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6290062665939331},{"id":"https://openalex.org/keywords/very-large-scale-integration","display_name":"Very-large-scale integration","score":0.6157363057136536},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.560279905796051},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.45705482363700867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42714959383010864},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.24302351474761963},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.23373469710350037},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21985968947410583}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7533956170082092},{"id":"https://openalex.org/C2777127467","wikidata":"https://www.wikidata.org/wiki/Q749520","display_name":"Frontal lobe","level":2,"score":0.6518188118934631},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6290062665939331},{"id":"https://openalex.org/C14580979","wikidata":"https://www.wikidata.org/wiki/Q876049","display_name":"Very-large-scale integration","level":2,"score":0.6157363057136536},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.560279905796051},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.45705482363700867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42714959383010864},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.24302351474761963},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.23373469710350037},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21985968947410583},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas.2019.8702211","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702211","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Circuits and Systems (ISCAS)","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":25,"referenced_works":["https://openalex.org/W1556131344","https://openalex.org/W2040990639","https://openalex.org/W2045394053","https://openalex.org/W2046956844","https://openalex.org/W2077746856","https://openalex.org/W2107596137","https://openalex.org/W2122982148","https://openalex.org/W2126390573","https://openalex.org/W2162800060","https://openalex.org/W2323274874","https://openalex.org/W2438492485","https://openalex.org/W2507554704","https://openalex.org/W2509827504","https://openalex.org/W2558173024","https://openalex.org/W2591728046","https://openalex.org/W2736148182","https://openalex.org/W2751360732","https://openalex.org/W2767011766","https://openalex.org/W2801295417","https://openalex.org/W2802676756","https://openalex.org/W4252357862","https://openalex.org/W6633205339","https://openalex.org/W6717983492","https://openalex.org/W6833299207","https://openalex.org/W7007710855"],"related_works":["https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2802335767","https://openalex.org/W2080101436","https://openalex.org/W4388090985","https://openalex.org/W2922348724","https://openalex.org/W2356350882","https://openalex.org/W4283025278","https://openalex.org/W200322357","https://openalex.org/W3030264163"],"abstract_inverted_index":{"Design,":[0],"VLSI":[1,71],"implementation,":[2],"and":[3,25,79,105,133,137],"experimental":[4,45],"validation":[5],"of":[6,50,73,110,135],"a":[7,33,107,129],"resource-optimized":[8],"machine-learning":[9],"algorithm":[10,18,75],"for":[11,62],"epilepsy":[12],"seizure":[13,34,53,130],"detection":[14,35,54,108,131],"is":[15,76,88],"presented.":[16],"The":[17,44,69,85,112],"uses":[19],"only":[20],"signals":[21],"from":[22,115,121],"the":[23,26,39,48,60,74,116],"frontal":[24],"front-temporal":[27],"lobes":[28],"EEG":[29,42],"electrodes":[30,65],"while":[31],"yielding":[32],"performance":[36],"competitive":[37],"to":[38],"standard":[40],"full":[41],"systems.":[43],"validations":[46],"prove":[47],"possibility":[49],"conducting":[51],"accurate":[52],"using":[55],"quickly-mountable":[56],"dry-electrode":[57],"headsets":[58],"without":[59],"need":[61],"uncomfortable/painful":[63],"through-hair":[64],"or":[66],"adhesive":[67],"material.":[68],"compact":[70],"implementation":[72,87,118],"also":[77],"presented":[78],"resource":[80],"optimization":[81],"techniques":[82],"are":[83],"discussed.":[84],"optimized":[86],"uploaded":[89],"on":[90,119],"an":[91],"Actel":[92],"Igloo":[93],"AGL250":[94],"low-power":[95],"FPGA,":[96],"requires":[97],"1237":[98],"logic":[99],"elements,":[100],"consumes":[101],"110\u03bcW":[102],"dynamic":[103],"power,":[104],"yields":[106],"latency":[109],"10.2\u03bcs.":[111],"measurement":[113],"results":[114],"FPGA":[117],"data":[120],"23":[122],"patients":[123],"(198":[124],"seizures":[125],"in":[126],"total)":[127],"shows":[128],"sensitivity":[132],"specificity":[134],"92.5%":[136],"80.1%,":[138],"respectively.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}