{"id":"https://openalex.org/W2897883601","doi":"https://doi.org/10.1109/ijcnn.2018.8489449","title":"Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA","display_name":"Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2897883601","doi":"https://doi.org/10.1109/ijcnn.2018.8489449","mag":"2897883601"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2018.8489449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://idus.us.es/handle//11441/92116","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052959821","display_name":"Ricardo Tapiador-Morales","orcid":"https://orcid.org/0000-0002-7268-2915"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ricardo Tapiador-Morales","raw_affiliation_strings":["Robotic and Tech of Computers Lab, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Robotic and Tech of Computers Lab, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017966489","display_name":"Antonio R\u00edos-Navarro","orcid":"https://orcid.org/0000-0003-4163-8484"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Rios-Navarro","raw_affiliation_strings":["Robotic and Tech of Computers Lab, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Robotic and Tech of Computers Lab, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001923763","display_name":"Juan P. Dominguez\u2010Morales","orcid":"https://orcid.org/0000-0002-5474-107X"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan P. Dominguez-Morales","raw_affiliation_strings":["Robotic and Tech of Computers Lab, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Robotic and Tech of Computers Lab, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011020737","display_name":"Daniel Guti\u00e9rrez-Gal\u00e1n","orcid":"https://orcid.org/0000-0003-3100-0604"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. Gutierrez-Galan","raw_affiliation_strings":["Robotic and Tech of Computers Lab, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Robotic and Tech of Computers Lab, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022059582","display_name":"Manuel Dom\u00ednguez-Morales","orcid":"https://orcid.org/0000-0001-5669-9111"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Dominguez-Morales","raw_affiliation_strings":["Robotic and Tech of Computers Lab, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Robotic and Tech of Computers Lab, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051554664","display_name":"\u00c1ngel Jim\u00e9nez-Fern\u00e1ndez","orcid":"https://orcid.org/0000-0003-3061-5922"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Jimenez-Fernandez","raw_affiliation_strings":["Robotic and Tech of Computers Lab, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Robotic and Tech of Computers Lab, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050129780","display_name":"Alejandro Linares-Barranco","orcid":"https://orcid.org/0000-0002-6056-740X"},"institutions":[{"id":"https://openalex.org/I79238269","display_name":"Universidad de Sevilla","ror":"https://ror.org/03yxnpp24","country_code":"ES","type":"education","lineage":["https://openalex.org/I79238269"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Linares-Barranco","raw_affiliation_strings":["Robotic and Tech of Computers Lab, University of Seville, Seville, Spain"],"affiliations":[{"raw_affiliation_string":"Robotic and Tech of Computers Lab, University of Seville, Seville, Spain","institution_ids":["https://openalex.org/I79238269"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5052959821"],"corresponding_institution_ids":["https://openalex.org/I79238269"],"apc_list":null,"apc_paid":null,"fwci":0.2617,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58477362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"7"},"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":0.9995999932289124,"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":0.9951000213623047,"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":0.7880600690841675},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7828693985939026},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6460883021354675},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6341705918312073},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6113298535346985},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6101685762405396},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6068202257156372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5658489465713501},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.534004807472229},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4984133243560791},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.48553797602653503},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.4830939769744873},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.4656119644641876},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4223178029060364},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40539655089378357},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3463130593299866},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.2111680805683136},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1223345696926117}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.7880600690841675},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7828693985939026},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6460883021354675},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6341705918312073},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6113298535346985},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6101685762405396},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6068202257156372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5658489465713501},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.534004807472229},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4984133243560791},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.48553797602653503},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.4830939769744873},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.4656119644641876},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4223178029060364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40539655089378357},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3463130593299866},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2111680805683136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1223345696926117},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2018.8489449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2018.8489449","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:idus.us.es:11441/92116","is_oa":true,"landing_page_url":"https://idus.us.es/handle//11441/92116","pdf_url":null,"source":{"id":"https://openalex.org/S4306400333","display_name":"idUS (Universidad de Sevilla)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:idus.us.es:11441/92116","is_oa":true,"landing_page_url":"https://idus.us.es/handle//11441/92116","pdf_url":null,"source":{"id":"https://openalex.org/S4306400333","display_name":"idUS (Universidad de Sevilla)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79238269","host_organization_name":"Universidad de Sevilla","host_organization_lineage":["https://openalex.org/I79238269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315121","display_name":"Samsung Advanced Institute of Technology","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1969243349","https://openalex.org/W1975801482","https://openalex.org/W1979974160","https://openalex.org/W1980178290","https://openalex.org/W2016574277","https://openalex.org/W2020676607","https://openalex.org/W2022888595","https://openalex.org/W2094502999","https://openalex.org/W2109596721","https://openalex.org/W2125066085","https://openalex.org/W2132870234","https://openalex.org/W2141624237","https://openalex.org/W2153041354","https://openalex.org/W2155482699","https://openalex.org/W2207801947","https://openalex.org/W2260498192","https://openalex.org/W2289252105","https://openalex.org/W2469278928","https://openalex.org/W2513853720","https://openalex.org/W2563767618","https://openalex.org/W2758244442","https://openalex.org/W2962835968","https://openalex.org/W6637373629"],"related_works":["https://openalex.org/W2986579802","https://openalex.org/W3108691306","https://openalex.org/W4389237622","https://openalex.org/W3034421924","https://openalex.org/W2982536526","https://openalex.org/W4386858688","https://openalex.org/W4380302312","https://openalex.org/W3008689640","https://openalex.org/W4385338604","https://openalex.org/W3081626085"],"abstract_inverted_index":{"Neural":[0,22],"networks":[1],"algorithms":[2,41],"are":[3,24,127],"commonly":[4],"used":[5],"to":[6,32,59,117,124,146],"recognize":[7],"patterns":[8],"from":[9,122],"different":[10,119,138],"data":[11],"sources":[12],"such":[13],"as":[14],"audio":[15],"or":[16],"vision.":[17],"In":[18,92],"image":[19],"recognition,":[20],"Convolutional":[21],"Networks":[23],"one":[25],"of":[26,40,44,52,63,108,136,151,156],"the":[27,33,61],"most":[28],"effective":[29],"techniques":[30,69],"due":[31],"high":[34],"accuracy":[35],"they":[36],"achieve.":[37],"This":[38,103],"kind":[39],"require":[42],"billions":[43],"addition":[45],"and":[46,111],"multiplication":[47],"operations":[48,64],"over":[49],"all":[50],"pixels":[51,86],"an":[53,95,106],"image.":[54],"However,":[55],"it":[56],"is":[57,101,115,144],"possible":[58],"reduce":[60],"number":[62,135],"using":[65],"other":[66],"computer":[67],"vision":[68,82],"rather":[70],"than":[71],"frame-based":[72],"ones,":[73],"e.g.":[74],"neuromorphic":[75,81],"frame-free":[76],"techniques.":[77],"There":[78],"exists":[79],"many":[80],"sensors":[83],"that":[84,87],"detect":[85],"have":[88],"changed":[89],"their":[90],"luminosity.":[91],"this":[93],"study,":[94],"event-based":[96],"convolution":[97,139],"engine":[98,104],"for":[99],"FPGA":[100],"presented.":[102],"models":[105],"array":[107],"leaky":[109],"integrate":[110],"fire":[112],"neurons.":[113],"It":[114],"able":[116,145],"apply":[118],"kernel":[120],"sizes,":[121],"1x1":[123],"7x7,":[125],"which":[126],"computed":[128],"row":[129],"by":[130],"row,":[131],"with":[132,153],"a":[133,154],"maximum":[134],"64":[137,148],"kernels.":[140],"The":[141],"design":[142],"presented":[143],"process":[147],"feature":[149],"maps":[150],"7x7":[152],"latency":[155],"8.98\u03bcs.":[157]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}