{"id":"https://openalex.org/W4390481945","doi":"https://doi.org/10.1109/ssci52147.2023.10372042","title":"Neuromorphic Event Alarm Time-Series Suppression","display_name":"Neuromorphic Event Alarm Time-Series Suppression","publication_year":2023,"publication_date":"2023-12-05","ids":{"openalex":"https://openalex.org/W4390481945","doi":"https://doi.org/10.1109/ssci52147.2023.10372042"},"language":"en","primary_location":{"id":"doi:10.1109/ssci52147.2023.10372042","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ssci52147.2023.10372042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.ulster.ac.uk/ws/files/130277984/NEATS.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055619368","display_name":"Shane Harrigan","orcid":"https://orcid.org/0000-0002-1702-2818"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shane Harrigan","raw_affiliation_strings":["SCEIS-CRL Ulster University,Derry,UK","SCEIS-CRL Ulster University, Derry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCEIS-CRL Ulster University,Derry,UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"SCEIS-CRL Ulster University, Derry, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070227862","display_name":"Sonya Coleman","orcid":"https://orcid.org/0000-0002-4676-7640"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sonya Coleman","raw_affiliation_strings":["SCEIS-CRL Ulster University,Derry,UK","SCEIS-CRL Ulster University, Derry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCEIS-CRL Ulster University,Derry,UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"SCEIS-CRL Ulster University, Derry, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015138346","display_name":"Dermot Kerr","orcid":"https://orcid.org/0000-0002-5077-0658"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dermot Kerr","raw_affiliation_strings":["SCEIS-CRL Ulster University,Derry,UK","SCEIS-CRL Ulster University, Derry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCEIS-CRL Ulster University,Derry,UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"SCEIS-CRL Ulster University, Derry, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104127156","display_name":"Justin Quinn","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Justin Quinn","raw_affiliation_strings":["SCEIS-CRL Ulster University,Derry,UK","SCEIS-CRL Ulster University, Derry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCEIS-CRL Ulster University,Derry,UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"SCEIS-CRL Ulster University, Derry, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064277745","display_name":"Kyle Madden","orcid":"https://orcid.org/0000-0002-7002-4943"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kyle Madden","raw_affiliation_strings":["SCEIS-CRL Ulster University,Derry,UK","SCEIS-CRL Ulster University, Derry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCEIS-CRL Ulster University,Derry,UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"SCEIS-CRL Ulster University, Derry, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016071989","display_name":"Leeanne Lindsay","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Leeanne Lindsay","raw_affiliation_strings":["SCEIS-CRL Ulster University,Derry,UK","SCEIS-CRL Ulster University, Derry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCEIS-CRL Ulster University,Derry,UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"SCEIS-CRL Ulster University, Derry, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020038256","display_name":"Benn Henderson","orcid":null},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Benn Henderson","raw_affiliation_strings":["SCEIS-CRL Ulster University,Derry,UK","SCEIS-CRL Ulster University, Derry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCEIS-CRL Ulster University,Derry,UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"SCEIS-CRL Ulster University, Derry, UK","institution_ids":["https://openalex.org/I138801177"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069215617","display_name":"Shammi Rahman","orcid":"https://orcid.org/0000-0002-4987-4134"},"institutions":[{"id":"https://openalex.org/I138801177","display_name":"University of Ulster","ror":"https://ror.org/01yp9g959","country_code":"GB","type":"education","lineage":["https://openalex.org/I138801177"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shammi Rahman","raw_affiliation_strings":["SCEIS-CRL Ulster University,Derry,UK","SCEIS-CRL Ulster University, Derry, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCEIS-CRL Ulster University,Derry,UK","institution_ids":["https://openalex.org/I138801177"]},{"raw_affiliation_string":"SCEIS-CRL Ulster University, Derry, UK","institution_ids":["https://openalex.org/I138801177"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I138801177"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16654886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"288","last_page":"293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":1.0,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9991999864578247,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.98084956407547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7253593802452087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6396815776824951},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5405901670455933},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5324540734291077},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.4501946270465851},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4167941212654114},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.4123762249946594},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.329738974571228},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.26768195629119873},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.15346255898475647},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1383225917816162}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.98084956407547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7253593802452087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6396815776824951},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5405901670455933},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5324540734291077},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.4501946270465851},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4167941212654114},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4123762249946594},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.329738974571228},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.26768195629119873},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.15346255898475647},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1383225917816162},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssci52147.2023.10372042","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ssci52147.2023.10372042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/21f3dce4-a891-4d08-86c5-64293ab4f4c7","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/21f3dce4-a891-4d08-86c5-64293ab4f4c7","pdf_url":"https://pure.ulster.ac.uk/ws/files/130277984/NEATS.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Harrigan, S, Coleman, S, Kerr, D, Quinn, JP, Madden, K, Lindsay, L, Henderson, B & Rahman, S 2024, Neuromorphic Event Alarm Time-Series Suppression. in 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023. 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023, IEEE, pp. 288-293, 2023 IEEE Symposium Series on Computational Intelligence, Mexico City, Mexico, 5/12/23. https://doi.org/10.1109/SSCI52147.2023.10372042","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/21f3dce4-a891-4d08-86c5-64293ab4f4c7","is_oa":true,"landing_page_url":"https://pure.ulster.ac.uk/en/publications/21f3dce4-a891-4d08-86c5-64293ab4f4c7","pdf_url":"https://pure.ulster.ac.uk/ws/files/130277984/NEATS.pdf","source":{"id":"https://openalex.org/S4306402454","display_name":"Ulster University Research Portal (Ulster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138801177","host_organization_name":"University of Ulster","host_organization_lineage":["https://openalex.org/I138801177"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Harrigan, S, Coleman, S, Kerr, D, Quinn, JP, Madden, K, Lindsay, L, Henderson, B & Rahman, S 2024, Neuromorphic Event Alarm Time-Series Suppression. in 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023. 2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023, IEEE, pp. 288-293, 2023 IEEE Symposium Series on Computational Intelligence, Mexico City, Mexico, 5/12/23. https://doi.org/10.1109/SSCI52147.2023.10372042","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309624","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390481945.pdf"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1973566875","https://openalex.org/W2016574277","https://openalex.org/W2132870234","https://openalex.org/W2137702884","https://openalex.org/W2469278928","https://openalex.org/W2472115300","https://openalex.org/W2809335043","https://openalex.org/W2901157565","https://openalex.org/W2923742357","https://openalex.org/W2964615694","https://openalex.org/W2990162068","https://openalex.org/W3015393809","https://openalex.org/W3040838455","https://openalex.org/W3046101244","https://openalex.org/W3175615127","https://openalex.org/W4297154545","https://openalex.org/W4376136446","https://openalex.org/W6606171110","https://openalex.org/W6770604593"],"related_works":["https://openalex.org/W2986579802","https://openalex.org/W3108691306","https://openalex.org/W4389237622","https://openalex.org/W2166309310","https://openalex.org/W4385753159","https://openalex.org/W4200152843","https://openalex.org/W4387251107","https://openalex.org/W4214914769","https://openalex.org/W4283271085","https://openalex.org/W4317717548"],"abstract_inverted_index":{"The":[0],"field":[1],"of":[2,11,148,155],"neuromorphic":[3,27,95,140,149],"vision":[4,160],"systems":[5,14,28],"aims":[6],"to":[7,73,98,115],"replicate":[8],"the":[9,34,64,84,153],"functionality":[10],"biological":[12,38],"visual":[13],"by":[15],"mimicking":[16],"their":[17],"physical":[18],"structure":[19],"and":[20,32,58,76,93,157],"electrical":[21],"behaviour.":[22],"Unlike":[23],"traditional":[24,119],"full-frame":[25],"sensors,":[26],"process":[29],"data":[30,82,96],"asynchronously":[31],"at":[33],"pixel":[35],"level,":[36],"modelling":[37],"signalling":[39],"processes.":[40],"This":[41,61,107,143],"allows":[42],"for":[43,53,86],"high-speed":[44],"operations":[45],"with":[46],"lower":[47],"energy":[48],"consumption,":[49],"making":[50],"them":[51],"suitable":[52],"applications":[54],"like":[55],"autonomous":[56],"vehicles":[57],"embedded":[59],"robotics.":[60],"work":[62],"introduces":[63],"Neuromorphic":[65],"Event":[66],"Alarm":[67],"Time-Series":[68],"Suppression":[69],"(NEATS)":[70],"framework,":[71],"designed":[72],"filter":[74],"noise":[75,100],"detect":[77],"outlier":[78],"behaviours":[79],"in":[80,104,118],"event":[81],"without":[83],"need":[85],"2-D":[87],"transformations.":[88],"NEATS":[89],"employs":[90],"rolling":[91],"statistics":[92],"advanced":[94],"structures":[97],"minimise":[99],"while":[101],"identifying":[102],"changes":[103,136],"scene":[105,112],"dynamics.":[106],"framework":[108],"injects":[109],"attention":[110,150],"into":[111],"processing,":[113],"similar":[114],"summarisation":[116],"frameworks":[117],"image":[120],"processing.":[121],"A":[122],"novel":[123],"event-vision":[124],"alarm":[125],"change":[126],"collection":[127],"(EACC)":[128],"database":[129,144],"is":[130],"presented,":[131],"containing":[132],"controlled":[133],"stimuli":[134],"pattern":[135],"captured":[137],"using":[138],"leading":[139],"imaging":[141],"devices.":[142],"facilitates":[145],"future":[146],"benchmarking":[147],"frameworks,":[151],"advancing":[152],"development":[154],"efficient":[156],"accurate":[158],"artificial":[159],"systems.":[161]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}