{"id":"https://openalex.org/W2943195229","doi":"https://doi.org/10.1109/iscas.2019.8702233","title":"Live Demonstration: Neuromorphic Row-by-Row Multi-Convolution FPGA Processor-SpiNNaker Architecture for Dynamic-Vision Feature Extraction","display_name":"Live Demonstration: Neuromorphic Row-by-Row Multi-Convolution FPGA Processor-SpiNNaker Architecture for Dynamic-Vision Feature Extraction","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2943195229","doi":"https://doi.org/10.1109/iscas.2019.8702233","mag":"2943195229"},"language":"en","primary_location":{"id":"doi:10.1109/iscas.2019.8702233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702233","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":"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/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":"R. 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/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/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":"A. 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/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":"A. 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":6,"corresponding_author_ids":["https://openalex.org/A5052959821"],"corresponding_institution_ids":["https://openalex.org/I79238269"],"apc_list":null,"apc_paid":null,"fwci":0.1192,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43845065,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9987000226974487,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9980999827384949,"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/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.8800320029258728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8005504012107849},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7903149724006653},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.7369997501373291},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.6755131483078003},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.592439591884613},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5793527364730835},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.502800703048706},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.48945513367652893},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4813159704208374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45741599798202515},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.45047977566719055},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.4289436340332031},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3991904854774475},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.39463695883750916},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.32848358154296875}],"concepts":[{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.8800320029258728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8005504012107849},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7903149724006653},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.7369997501373291},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.6755131483078003},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.592439591884613},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5793527364730835},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.502800703048706},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.48945513367652893},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4813159704208374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45741599798202515},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.45047977566719055},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.4289436340332031},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3991904854774475},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.39463695883750916},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.32848358154296875},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas.2019.8702233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas.2019.8702233","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":3,"referenced_works":["https://openalex.org/W2207801947","https://openalex.org/W2538468407","https://openalex.org/W2897883601"],"related_works":["https://openalex.org/W3089892344","https://openalex.org/W2960220682","https://openalex.org/W4313442939","https://openalex.org/W4386227293","https://openalex.org/W4372267706","https://openalex.org/W2885510266","https://openalex.org/W4288055417","https://openalex.org/W4205804651","https://openalex.org/W4287758233","https://openalex.org/W3136467750"],"abstract_inverted_index":{"In":[0],"this":[1],"demonstration":[2],"a":[3,26,86,92],"spiking":[4,14,49,87],"neural":[5,88],"network":[6,32,89],"architecture":[7],"for":[8],"vision":[9],"recognition":[10],"using":[11],"an":[12,72],"FPGA":[13],"convolution":[15,50],"processor,":[16],"based":[17],"on":[18,91],"leaky":[19],"integrate":[20],"and":[21,25],"fire":[22],"neurons":[23],"(LIF)":[24],"SpiNNaker":[27,93],"board":[28,74],"is":[29],"presented.":[30],"The":[31,48],"has":[33],"been":[34],"trained":[35],"with":[36],"Poker-DVS":[37],"dataset":[38],"in":[39,56],"order":[40],"to":[41,71,79,82],"classify":[42],"the":[43],"four":[44],"different":[45],"card":[46],"symbols.":[47],"processor":[51],"extracts":[52],"features":[53,68],"from":[54,77],"images":[55],"form":[57],"of":[58,64],"spikes,":[59],"computes":[60],"by":[61,85],"one":[62],"layer":[63],"64":[65],"convolutions.":[66],"These":[67],"are":[69],"sent":[70],"OKAERtool":[73],"that":[75],"converts":[76],"AER":[78],"2-7":[80],"protocol":[81],"be":[83],"classified":[84],"deployed":[90],"platform.":[94]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
