{"id":"https://openalex.org/W4390970583","doi":"https://doi.org/10.1109/biocas58349.2023.10388818","title":"An Event-driven Neural Signal Processor for Closed-loop Seizure Prediction","display_name":"An Event-driven Neural Signal Processor for Closed-loop Seizure Prediction","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4390970583","doi":"https://doi.org/10.1109/biocas58349.2023.10388818"},"language":"en","primary_location":{"id":"doi:10.1109/biocas58349.2023.10388818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas58349.2023.10388818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"},"type":"article","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/A5067591583","display_name":"Junzhe Wang","orcid":"https://orcid.org/0000-0003-1512-9926"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junzhe Wang","raw_affiliation_strings":["Westlake University,School of Engineering,Hangzhou,China,310030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westlake University,School of Engineering,Hangzhou,China,310030","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077848645","display_name":"Shiqi Zhao","orcid":"https://orcid.org/0000-0002-7208-7075"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqi Zhao","raw_affiliation_strings":["Westlake University,School of Engineering,Hangzhou,China,310030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westlake University,School of Engineering,Hangzhou,China,310030","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007036605","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0002-4148-0042"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Westlake University,School of Engineering,Hangzhou,China,310030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westlake University,School of Engineering,Hangzhou,China,310030","institution_ids":["https://openalex.org/I3133055985"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082509767","display_name":"Mohamad Sawan","orcid":"https://orcid.org/0000-0002-4137-7272"},"institutions":[{"id":"https://openalex.org/I3133055985","display_name":"Westlake University","ror":"https://ror.org/05hfa4n20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133055985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mohamad Sawan","raw_affiliation_strings":["Westlake University,School of Engineering,Hangzhou,China,310030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Westlake University,School of Engineering,Hangzhou,China,310030","institution_ids":["https://openalex.org/I3133055985"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067591583"],"corresponding_institution_ids":["https://openalex.org/I3133055985"],"apc_list":null,"apc_paid":null,"fwci":0.6658,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69114209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10094","display_name":"Epilepsy research and treatment","score":0.9961000084877014,"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/computer-science","display_name":"Computer science","score":0.7132685780525208},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6951097249984741},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6541116833686829},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5377421975135803},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.5283452272415161},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5187788009643555},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5062372088432312},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4728814959526062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46488118171691895},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38371211290359497},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3336603045463562},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08332258462905884}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7132685780525208},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6951097249984741},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6541116833686829},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5377421975135803},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.5283452272415161},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5187788009643555},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5062372088432312},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4728814959526062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46488118171691895},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38371211290359497},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3336603045463562},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08332258462905884},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/biocas58349.2023.10388818","is_oa":false,"landing_page_url":"https://doi.org/10.1109/biocas58349.2023.10388818","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.polymtl.ca:74191","is_oa":false,"landing_page_url":"https://publications.polymtl.ca/74191/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320318567","display_name":"Westlake University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1514982086","https://openalex.org/W2028034385","https://openalex.org/W2072921127","https://openalex.org/W2086659790","https://openalex.org/W2155390087","https://openalex.org/W2899212146","https://openalex.org/W2919115771","https://openalex.org/W2922470221","https://openalex.org/W3034459805","https://openalex.org/W3178586369","https://openalex.org/W3191522656","https://openalex.org/W3203709228","https://openalex.org/W4210753840","https://openalex.org/W4220800505","https://openalex.org/W4223447344","https://openalex.org/W4281567360","https://openalex.org/W4283065622","https://openalex.org/W4313332396"],"related_works":["https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W1847088711","https://openalex.org/W4225394202","https://openalex.org/W3036642985","https://openalex.org/W3032952384","https://openalex.org/W2395385109","https://openalex.org/W2964335273","https://openalex.org/W2363907062","https://openalex.org/W2393137063"],"abstract_inverted_index":{"Epileptic":[0],"seizure":[1,11,25,62],"prediction":[2,91],"which":[3],"enables":[4],"timely":[5],"intervention,":[6],"is":[7,133],"critical":[8],"for":[9,38,57,89,141],"closed-loop":[10,143],"controls.":[12],"However,":[13],"real-time":[14,60],"neural":[15,48,67,72,86,100],"signal":[16,49],"processing,":[17],"one":[18],"of":[19,112,130],"the":[20,123,126],"effective":[21],"approaches":[22],"to":[23,32,75,83,93,122],"address":[24],"prediction,":[26],"poses":[27],"a":[28,47,70,84],"significant":[29],"challenge":[30],"due":[31],"its":[33],"high":[34],"power":[35,128],"consumption,":[36],"especially":[37],"implantable":[39,142],"medical":[40,144],"devices.":[41,145],"In":[42],"this":[43],"paper,":[44],"we":[45],"propose":[46],"processor":[50],"featuring":[51],"an":[52,109],"event-driven":[53,124],"processing":[54],"manner,":[55],"designed":[56],"low-power,":[58],"high-precision":[59,90],"epileptic":[61],"prediction.":[63],"Our":[64],"system":[65,107,132],"monitors":[66],"signals":[68,101],"using":[69],"binary":[71],"network":[73,87],"(BNN)":[74],"detect":[76],"any":[77],"possible":[78],"abnormal":[79],"events":[80],"and":[81,92],"reconfigures":[82],"convolutional":[85],"(CNN)":[88],"reject":[94],"false":[95],"alarms.":[96],"Validated":[97],"with":[98,104],"real-world":[99],"from":[102],"patients":[103],"epilepsy,":[105],"our":[106,131],"demonstrates":[108],"F1":[110],"score":[111],"0.97":[113],"in":[114],"predicting":[115],"seizures,":[116],"outperforming":[117],"existing":[118],"state-of-the-art":[119],"approaches.":[120],"Thanks":[121],"design,":[125],"average":[127],"consumption":[129],"less":[134],"than":[135],"200":[136],"\u03bcW,":[137],"making":[138],"it":[139],"suitable":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-28T09:10:13.091523","created_date":"2025-10-10T00:00:00"}