{"id":"https://openalex.org/W2584255183","doi":"https://doi.org/10.1109/icecs.2016.7841161","title":"DHyANA: A NoC-based neural network hardware architecture","display_name":"DHyANA: A NoC-based neural network hardware architecture","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2584255183","doi":"https://doi.org/10.1109/icecs.2016.7841161","mag":"2584255183"},"language":"en","primary_location":{"id":"doi:10.1109/icecs.2016.7841161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs.2016.7841161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5069147645","display_name":"Priscila Holanda","orcid":null},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]},{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Priscila C. Holanda","raw_affiliation_strings":["PPGC/PGMicro, Universidade Federal do Rio Grande do SuI (UFRGS), Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PPGC/PGMicro, Universidade Federal do Rio Grande do SuI (UFRGS), Porto Alegre, Brazil","institution_ids":["https://openalex.org/I126460647","https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019414171","display_name":"Cezar Reinbrecht","orcid":"https://orcid.org/0000-0001-6113-7041"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]},{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cezar R. W. Reinbrecht","raw_affiliation_strings":["PPGC/PGMicro, Universidade Federal do Rio Grande do SuI (UFRGS), Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PPGC/PGMicro, Universidade Federal do Rio Grande do SuI (UFRGS), Porto Alegre, Brazil","institution_ids":["https://openalex.org/I126460647","https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017352612","display_name":"Guilherme Bontorin","orcid":null},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]},{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Guilherme Bontorin","raw_affiliation_strings":["PPGC/PGMicro, Universidade Federal do Rio Grande do SuI (UFRGS), Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PPGC/PGMicro, Universidade Federal do Rio Grande do SuI (UFRGS), Porto Alegre, Brazil","institution_ids":["https://openalex.org/I126460647","https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025870688","display_name":"Vitor Bandeira","orcid":"https://orcid.org/0000-0001-7459-0072"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]},{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Vitor V. Bandeira","raw_affiliation_strings":["PPGC/PGMicro, Universidade Federal do Rio Grande do SuI (UFRGS), Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PPGC/PGMicro, Universidade Federal do Rio Grande do SuI (UFRGS), Porto Alegre, Brazil","institution_ids":["https://openalex.org/I126460647","https://openalex.org/I130442723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108043721","display_name":"Ricardo Reis","orcid":"https://orcid.org/0000-0001-5781-5858"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]},{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo A. L. Reis","raw_affiliation_strings":["PPGC/PGMicro, Universidade Federal do Rio Grande do SuI (UFRGS), Porto Alegre, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PPGC/PGMicro, Universidade Federal do Rio Grande do SuI (UFRGS), Porto Alegre, Brazil","institution_ids":["https://openalex.org/I126460647","https://openalex.org/I130442723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"180"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.998199999332428,"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/scalability","display_name":"Scalability","score":0.7818164229393005},{"id":"https://openalex.org/keywords/stratix","display_name":"Stratix","score":0.73618483543396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7189070582389832},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6771494746208191},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6543938517570496},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5611763000488281},{"id":"https://openalex.org/keywords/spiking-neural-network","display_name":"Spiking neural network","score":0.5272547006607056},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5070617198944092},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.48810014128685},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.476536363363266},{"id":"https://openalex.org/keywords/network-on-a-chip","display_name":"Network on a chip","score":0.4634411633014679},{"id":"https://openalex.org/keywords/hardware-architecture","display_name":"Hardware architecture","score":0.4422690272331238},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42803192138671875},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4127090573310852},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3784433901309967},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3533702492713928},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3243725299835205},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14176174998283386},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12486851215362549}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7818164229393005},{"id":"https://openalex.org/C2776277307","wikidata":"https://www.wikidata.org/wiki/Q22074755","display_name":"Stratix","level":3,"score":0.73618483543396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7189070582389832},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6771494746208191},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6543938517570496},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5611763000488281},{"id":"https://openalex.org/C11731999","wikidata":"https://www.wikidata.org/wiki/Q9067355","display_name":"Spiking neural network","level":3,"score":0.5272547006607056},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5070617198944092},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.48810014128685},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.476536363363266},{"id":"https://openalex.org/C128519102","wikidata":"https://www.wikidata.org/wiki/Q339554","display_name":"Network on a chip","level":2,"score":0.4634411633014679},{"id":"https://openalex.org/C65232700","wikidata":"https://www.wikidata.org/wiki/Q5656403","display_name":"Hardware architecture","level":3,"score":0.4422690272331238},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42803192138671875},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4127090573310852},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3784433901309967},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3533702492713928},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3243725299835205},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14176174998283386},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12486851215362549},{"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecs.2016.7841161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs.2016.7841161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1547056875","https://openalex.org/W1604973310","https://openalex.org/W1818823255","https://openalex.org/W1857668182","https://openalex.org/W1973455076","https://openalex.org/W1975398991","https://openalex.org/W1989475960","https://openalex.org/W2046500578","https://openalex.org/W2062450964","https://openalex.org/W2064500193","https://openalex.org/W2069552454","https://openalex.org/W2081752958","https://openalex.org/W2085351903","https://openalex.org/W2099606101","https://openalex.org/W2103452702","https://openalex.org/W2130360162","https://openalex.org/W2153041354","https://openalex.org/W2156091557","https://openalex.org/W2157239334","https://openalex.org/W2159757276","https://openalex.org/W2164653071","https://openalex.org/W2164727176","https://openalex.org/W2329937427","https://openalex.org/W2538847074","https://openalex.org/W2799144112","https://openalex.org/W3148499377","https://openalex.org/W6639101303","https://openalex.org/W6750993112"],"related_works":["https://openalex.org/W2944292351","https://openalex.org/W2135981148","https://openalex.org/W2388672758","https://openalex.org/W2053048395","https://openalex.org/W2065289416","https://openalex.org/W2143521207","https://openalex.org/W2144357574","https://openalex.org/W2754086592","https://openalex.org/W4230458348","https://openalex.org/W2588148509"],"abstract_inverted_index":{"Understanding":[0],"and":[1,16,69,87,102,120],"modeling":[2],"the":[3,8,13,31,55,85,90,110],"brain":[4],"is":[5,20],"one":[6],"of":[7,34,57,89,115,124],"key":[9],"scientific":[10],"challenges":[11],"in":[12,96],"twenty-first":[14],"century,":[15],"a":[17,23,75,79,103,121,127],"grown":[18],"effort":[19],"rising":[21],"on":[22],"global":[24],"scale.":[25],"Due":[26],"to":[27,45,83,108],"its":[28],"high":[29],"parallelism,":[30],"hardware":[32,80],"implementation":[33],"large-scale":[35],"spiking":[36],"neural":[37],"networks":[38],"(SNNs)":[39],"promises":[40],"superior":[41],"execution":[42],"speed":[43],"compared":[44],"sequential":[46],"software":[47],"approaches.":[48],"Such":[49],"systems":[50],"can":[51],"significantly":[52],"benefit":[53],"from":[54],"use":[56],"networks-on-chip(NoC),":[58],"as":[59],"they":[60],"scale":[61],"very":[62],"well":[63],"concerning":[64],"area,":[65],"performance,":[66],"power/energy":[67],"consumption,":[68],"overall":[70],"design":[71],"effort.":[72],"We":[73],"developed":[74],"hierarchical":[76],"network-on-chip":[77],"for":[78,126],"SNN":[81],"architecture":[82,93],"improve":[84],"communication":[86],"scalability":[88],"system.":[91],"The":[92],"was":[94,106],"implemented":[95],"an":[97,113],"Altera":[98],"Stratix":[99],"IV":[100],"FPGA,":[101],"logic":[104],"synthesis":[105],"performed":[107],"evaluate":[109],"system,":[111],"achieving":[112],"area":[114],"0.23mm":[116],"<sup":[117],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[118],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[119],"power":[122],"dissipation":[123],"147mW":[125],"256":[128],"neurons":[129],"implementation.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}