{"id":"https://openalex.org/W4300772871","doi":"https://doi.org/10.1088/2634-4386/ac970d","title":"Efficient spatio-temporal feature clustering for large event-based datasets","display_name":"Efficient spatio-temporal feature clustering for large event-based datasets","publication_year":2022,"publication_date":"2022-10-03","ids":{"openalex":"https://openalex.org/W4300772871","doi":"https://doi.org/10.1088/2634-4386/ac970d"},"language":"en","primary_location":{"id":"doi:10.1088/2634-4386/ac970d","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ac970d","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ac970d/pdf","source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ac970d/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075655431","display_name":"Omar Oubari","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1340951533","display_name":"Institut de la Vision","ror":"https://ror.org/000zhpw23","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1340951533","https://openalex.org/I39804081"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Omar Oubari","raw_affiliation_strings":["Sorbonne Universit\u00e9, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012 Paris, France","Institut de la Vision (17 Rue Moreau, 75012 Paris - France)"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012 Paris, France","institution_ids":["https://openalex.org/I1340951533","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Institut de la Vision (17 Rue Moreau, 75012 Paris - France)","institution_ids":["https://openalex.org/I1340951533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086056103","display_name":"Georgios Exarchakis","orcid":"https://orcid.org/0000-0003-2517-5782"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1340951533","display_name":"Institut de la Vision","ror":"https://ror.org/000zhpw23","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1340951533","https://openalex.org/I39804081"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210100283","display_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","ror":"https://ror.org/00k4e5n71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2801509770","https://openalex.org/I4210095849","https://openalex.org/I4210100283","https://openalex.org/I4210159245","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I4210160625","display_name":"Institut de Chirurgie Guid\u00e9e par l'Image","ror":"https://ror.org/053694011","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210160625"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Georgios Exarchakis","raw_affiliation_strings":["ICube, CNRS, University of Strasbourg, France","Institut de chirurgie guid\u00e9e par l\u2019Image, Strasbourg, France","Sorbonne Universit\u00e9, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012 Paris, France","ICube - Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie (300 bd S\u00e9bastien Brant - BP 10413 - F-67412 Illkirch Cedex - France)","Institut de la Vision (17 Rue Moreau, 75012 Paris - France)","Institut de Chirurgie guid\u00e9e par l'Image (Institut de Chirurgie guid\u00e9e par l\u2019Image (IHU Strasbourg) \u2013 DPO \u2013 1 place de l\u2019H\u00f4pital \u2013 67091 Strasbourg Cedex - France)"],"affiliations":[{"raw_affiliation_string":"ICube, CNRS, University of Strasbourg, France","institution_ids":["https://openalex.org/I68947357","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Institut de chirurgie guid\u00e9e par l\u2019Image, Strasbourg, France","institution_ids":["https://openalex.org/I4210160625"]},{"raw_affiliation_string":"Sorbonne Universit\u00e9, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012 Paris, France","institution_ids":["https://openalex.org/I1340951533","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ICube - Laboratoire des sciences de l'ing\u00e9nieur, de l'informatique et de l'imagerie (300 bd S\u00e9bastien Brant - BP 10413 - F-67412 Illkirch Cedex - France)","institution_ids":["https://openalex.org/I4210100283"]},{"raw_affiliation_string":"Institut de la Vision (17 Rue Moreau, 75012 Paris - France)","institution_ids":["https://openalex.org/I1340951533"]},{"raw_affiliation_string":"Institut de Chirurgie guid\u00e9e par l'Image (Institut de Chirurgie guid\u00e9e par l\u2019Image (IHU Strasbourg) \u2013 DPO \u2013 1 place de l\u2019H\u00f4pital \u2013 67091 Strasbourg Cedex - France)","institution_ids":["https://openalex.org/I4210160625"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049683567","display_name":"Gregor Lenz","orcid":"https://orcid.org/0000-0003-0619-3555"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1340951533","display_name":"Institut de la Vision","ror":"https://ror.org/000zhpw23","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1340951533","https://openalex.org/I39804081"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gregor Lenz","raw_affiliation_strings":["Sorbonne Universit\u00e9, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012 Paris, France","Institut de la Vision (17 Rue Moreau, 75012 Paris - France)"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012 Paris, France","institution_ids":["https://openalex.org/I1340951533","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Institut de la Vision (17 Rue Moreau, 75012 Paris - France)","institution_ids":["https://openalex.org/I1340951533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042087592","display_name":"Ryad Benosman","orcid":"https://orcid.org/0000-0003-0243-944X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1340951533","display_name":"Institut de la Vision","ror":"https://ror.org/000zhpw23","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1340951533","https://openalex.org/I39804081"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Ryad Benosman","raw_affiliation_strings":["Sorbonne Universit\u00e9, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012 Paris, France","University of Pittsburgh, Pittsburgh, United States of America","Institut de la Vision (17 Rue Moreau, 75012 Paris - France)","PITT - University of Pittsburgh (4200 Fifth Avenue Pittsburgh, PA 15260 - United States)"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012 Paris, France","institution_ids":["https://openalex.org/I1340951533","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"University of Pittsburgh, Pittsburgh, United States of America","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Institut de la Vision (17 Rue Moreau, 75012 Paris - France)","institution_ids":["https://openalex.org/I1340951533"]},{"raw_affiliation_string":"PITT - University of Pittsburgh (4200 Fifth Avenue Pittsburgh, PA 15260 - United States)","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025789427","display_name":"Sio-Ho\u00ef Ieng","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1340951533","display_name":"Institut de la Vision","ror":"https://ror.org/000zhpw23","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1340951533","https://openalex.org/I39804081"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Sio-Hoi Ieng","raw_affiliation_strings":["Sorbonne Universit\u00e9, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012 Paris, France","Institut de la Vision (17 Rue Moreau, 75012 Paris - France)"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, INSERM, CNRS, Institut de la Vision, 17 rue Moreau, F-75012 Paris, France","institution_ids":["https://openalex.org/I1340951533","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Institut de la Vision (17 Rue Moreau, 75012 Paris - France)","institution_ids":["https://openalex.org/I1340951533"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025789427","https://openalex.org/A5075655431"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I1340951533","https://openalex.org/I154526488","https://openalex.org/I39804081"],"apc_list":{"value":2000,"currency":"GBP","value_usd":2453},"apc_paid":{"value":2000,"currency":"GBP","value_usd":2453},"fwci":0.1841,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48337954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"2","issue":"4","first_page":"044004","last_page":"044004"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9993000030517578,"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":0.9993000030517578,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9897000193595886,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7620700597763062},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7280588746070862},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6147927045822144},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.515812337398529},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47245052456855774},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4719226360321045},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.4692630171775818},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.46062320470809937},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4567708671092987},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45674577355384827},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4549306631088257},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41226693987846375},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35149431228637695},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3110813796520233},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11630567908287048},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.07535895705223083}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7620700597763062},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7280588746070862},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6147927045822144},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.515812337398529},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47245052456855774},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4719226360321045},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.4692630171775818},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.46062320470809937},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4567708671092987},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45674577355384827},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4549306631088257},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41226693987846375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35149431228637695},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3110813796520233},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11630567908287048},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.07535895705223083},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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":3,"locations":[{"id":"doi:10.1088/2634-4386/ac970d","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ac970d","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ac970d/pdf","source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04191950v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04191950","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"Neuromorphic Computing and Engineering, 2022, 2 (4), pp.044004. &#x27E8;10.1088/2634-4386/ac970d&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:univoak.eu:islandora_166345","is_oa":true,"landing_page_url":"https://univoak.eu/islandora/object/islandora%3A166345","pdf_url":null,"source":{"id":"https://openalex.org/S4306402449","display_name":"univOAK (4 institutions : Universit\u00e9 de Strasbourg, Universit\u00e9 de Haute Alsace, INSA Strasbourg, Biblioth\u00e8que Nationale et Universitaire de Strasbourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210100283","host_organization_name":"Laboratoire des Sciences de l'Ing\u00e9nieur, de l'Informatique et de l'Imagerie","host_organization_lineage":["https://openalex.org/I4210100283"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2634-4386/ac970d","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2634-4386/ac970d","pdf_url":"https://iopscience.iop.org/article/10.1088/2634-4386/ac970d/pdf","source":{"id":"https://openalex.org/S4210212933","display_name":"Neuromorphic Computing and Engineering","issn_l":"2634-4386","issn":["2634-4386"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuromorphic Computing and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7599999904632568,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G4518427865","display_name":null,"funder_award_id":"732642","funder_id":"https://openalex.org/F4320337669","funder_display_name":"H2020 European Institute of Innovation and Technology"}],"funders":[{"id":"https://openalex.org/F4320337669","display_name":"H2020 European Institute of Innovation and Technology","ror":"https://ror.org/036dxts37"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4300772871.pdf","grobid_xml":"https://content.openalex.org/works/W4300772871.grobid-xml"},"referenced_works_count":95,"referenced_works":["https://openalex.org/W47239786","https://openalex.org/W1578830017","https://openalex.org/W1697927439","https://openalex.org/W1975697167","https://openalex.org/W1980178290","https://openalex.org/W2006370340","https://openalex.org/W2016574277","https://openalex.org/W2020096355","https://openalex.org/W2020676607","https://openalex.org/W2045964207","https://openalex.org/W2049633694","https://openalex.org/W2065236031","https://openalex.org/W2073459066","https://openalex.org/W2100497088","https://openalex.org/W2102625004","https://openalex.org/W2112796928","https://openalex.org/W2128209899","https://openalex.org/W2128531008","https://openalex.org/W2130473611","https://openalex.org/W2131063703","https://openalex.org/W2140136927","https://openalex.org/W2142838865","https://openalex.org/W2146200992","https://openalex.org/W2161078696","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2207801947","https://openalex.org/W2365919995","https://openalex.org/W2401075645","https://openalex.org/W2469278928","https://openalex.org/W2510191442","https://openalex.org/W2513853720","https://openalex.org/W2529938554","https://openalex.org/W2552050672","https://openalex.org/W2560609797","https://openalex.org/W2567948266","https://openalex.org/W2587488103","https://openalex.org/W2594495318","https://openalex.org/W2745933219","https://openalex.org/W2757860842","https://openalex.org/W2766013930","https://openalex.org/W2767369829","https://openalex.org/W2775079417","https://openalex.org/W2783525259","https://openalex.org/W2796402180","https://openalex.org/W2807006342","https://openalex.org/W2891530223","https://openalex.org/W2895180691","https://openalex.org/W2904620099","https://openalex.org/W2922107638","https://openalex.org/W2938463073","https://openalex.org/W2950664431","https://openalex.org/W2955504279","https://openalex.org/W2962804204","https://openalex.org/W2963164444","https://openalex.org/W2963510238","https://openalex.org/W2964069836","https://openalex.org/W2964132169","https://openalex.org/W2964214583","https://openalex.org/W2969508737","https://openalex.org/W2972000740","https://openalex.org/W2981101011","https://openalex.org/W3004698592","https://openalex.org/W3007283957","https://openalex.org/W3009261455","https://openalex.org/W3010556452","https://openalex.org/W3011302802","https://openalex.org/W3022766987","https://openalex.org/W3025773901","https://openalex.org/W3090117981","https://openalex.org/W3102178346","https://openalex.org/W3104409553","https://openalex.org/W3105761396","https://openalex.org/W4200444714","https://openalex.org/W4226000660","https://openalex.org/W4226051885","https://openalex.org/W6634653173","https://openalex.org/W6662026251","https://openalex.org/W6668990524","https://openalex.org/W6675656709","https://openalex.org/W6679163701","https://openalex.org/W6679411829","https://openalex.org/W6681580871","https://openalex.org/W6683878071","https://openalex.org/W6684191040","https://openalex.org/W6725367010","https://openalex.org/W6729392090","https://openalex.org/W6736152271","https://openalex.org/W6745669359","https://openalex.org/W6754595668","https://openalex.org/W6763422710","https://openalex.org/W6765523805","https://openalex.org/W6783508657","https://openalex.org/W6810879400","https://openalex.org/W6931569627"],"related_works":["https://openalex.org/W2468279273","https://openalex.org/W2354198838","https://openalex.org/W1989130879","https://openalex.org/W2103419012","https://openalex.org/W2988126442","https://openalex.org/W1974414866","https://openalex.org/W2057568687","https://openalex.org/W2063982682","https://openalex.org/W2338543196","https://openalex.org/W1544691147"],"abstract_inverted_index":{"Abstract":[0],"Event-based":[1],"cameras":[2],"encode":[3],"changes":[4],"in":[5,23,34,175],"a":[6,44,65,94,101,127,139],"visual":[7],"scene":[8],"with":[9,78,138],"high":[10,58],"temporal":[11],"precision":[12],"and":[13,38,67,91,109,120,133,151,167],"low":[14],"power":[15],"consumption,":[16],"generating":[17],"millions":[18],"of":[19,36,47,57,97,122,129,160,172,177],"events":[20],"per":[21],"second":[22],"the":[24,55,87,98,106,112,117,123,170,173],"process.":[25,114],"Current":[26],"event-based":[27,80,131],"processing":[28],"algorithms":[29],"do":[30],"not":[31],"scale":[32],"well":[33],"terms":[35,176],"runtime":[37],"computational":[39,107,153],"resources":[40],"when":[41],"applied":[42],"to":[43,104,157,169],"large":[45,79,130],"amount":[46],"data.":[48],"This":[49],"problem":[50],"is":[51,73,84,145],"further":[52],"exacerbated":[53],"by":[54,155],"development":[56],"spatial":[59],"resolution":[60],"vision":[61],"sensors.":[62],"We":[63,115],"introduce":[64],"fast":[66],"computationally":[68],"efficient":[69],"clustering":[70,124],"algorithm":[71,90,125,144],"that":[72],"particularly":[74],"designed":[75],"for":[76],"dealing":[77],"datasets.":[81],"The":[82,142],"approach":[83,137],"based":[85],"on":[86,93,126],"expectation-maximization":[88],"(EM)":[89],"relies":[92],"stochastic":[95],"approximation":[96],"E-step":[99],"over":[100],"truncated":[102],"space":[103],"reduce":[105],"burden":[108],"speed":[110],"up":[111],"learning":[113],"evaluate":[116],"quality,":[118],"complexity,":[119],"stability":[121],"variety":[128],"datasets,":[132],"then":[134],"validate":[135],"our":[136],"classification":[140,178],"task.":[141],"proposed":[143],"significantly":[146],"faster":[147],"than":[148],"standard":[149],"k-means":[150],"reduces":[152],"demands":[154],"two":[156],"three":[158],"orders":[159],"magnitude":[161],"while":[162],"being":[163],"more":[164],"stable,":[165],"interpretable,":[166],"close":[168],"state":[171],"art":[174],"accuracy.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
