{"id":"https://openalex.org/W4297984612","doi":"https://doi.org/10.1109/sbcci55532.2022.9893229","title":"Edge GPU based on an FPGA Overlay Architecture using PYNQ","display_name":"Edge GPU based on an FPGA Overlay Architecture using PYNQ","publication_year":2022,"publication_date":"2022-08-22","ids":{"openalex":"https://openalex.org/W4297984612","doi":"https://doi.org/10.1109/sbcci55532.2022.9893229"},"language":"en","primary_location":{"id":"doi:10.1109/sbcci55532.2022.9893229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sbcci55532.2022.9893229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 35th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI)","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/A5001955519","display_name":"Hector Gerardo Mu\u00f1oz Hernandez","orcid":"https://orcid.org/0000-0002-0891-235X"},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Hector Gerardo Munoz Hernandez","raw_affiliation_strings":["Brandenburg University of Technology Cottbus - Senftenberg (B-TU),Germany","Brandenburg University of Technology Cottbus - Senftenberg (B-TU), Germany"],"affiliations":[{"raw_affiliation_string":"Brandenburg University of Technology Cottbus - Senftenberg (B-TU),Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"Brandenburg University of Technology Cottbus - Senftenberg (B-TU), Germany","institution_ids":["https://openalex.org/I51783024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040248957","display_name":"Florian Fricke","orcid":"https://orcid.org/0000-0002-6622-3202"},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Florian Fricke","raw_affiliation_strings":["Brandenburg University of Technology Cottbus - Senftenberg (B-TU),Germany","Brandenburg University of Technology Cottbus - Senftenberg (B-TU), Germany"],"affiliations":[{"raw_affiliation_string":"Brandenburg University of Technology Cottbus - Senftenberg (B-TU),Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"Brandenburg University of Technology Cottbus - Senftenberg (B-TU), Germany","institution_ids":["https://openalex.org/I51783024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003242515","display_name":"Muhammed Al Kadi","orcid":"https://orcid.org/0000-0003-0365-730X"},"institutions":[{"id":"https://openalex.org/I2799784675","display_name":"University Hospitals of the Ruhr-University of Bochum","ror":"https://ror.org/03zcpvf19","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I2799784675"]},{"id":"https://openalex.org/I904495901","display_name":"Ruhr University Bochum","ror":"https://ror.org/04tsk2644","country_code":"DE","type":"education","lineage":["https://openalex.org/I904495901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Muhammed Al Kadi","raw_affiliation_strings":["Ruhr-University Bochum (RUB),Germany","Ruhr-University Bochum (RUB), Germany"],"affiliations":[{"raw_affiliation_string":"Ruhr-University Bochum (RUB),Germany","institution_ids":["https://openalex.org/I2799784675"]},{"raw_affiliation_string":"Ruhr-University Bochum (RUB), Germany","institution_ids":["https://openalex.org/I2799784675","https://openalex.org/I904495901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014794132","display_name":"Marc Reichenbach","orcid":"https://orcid.org/0000-0002-9687-6247"},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marc Reichenbach","raw_affiliation_strings":["Brandenburg University of Technology Cottbus - Senftenberg (B-TU),Germany","Brandenburg University of Technology Cottbus - Senftenberg (B-TU), Germany"],"affiliations":[{"raw_affiliation_string":"Brandenburg University of Technology Cottbus - Senftenberg (B-TU),Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"Brandenburg University of Technology Cottbus - Senftenberg (B-TU), Germany","institution_ids":["https://openalex.org/I51783024"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108437484","display_name":"Michael H\u00fcbner","orcid":"https://orcid.org/0000-0003-3785-7959"},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Hubner","raw_affiliation_strings":["Brandenburg University of Technology Cottbus - Senftenberg (B-TU),Germany","Brandenburg University of Technology Cottbus - Senftenberg (B-TU), Germany"],"affiliations":[{"raw_affiliation_string":"Brandenburg University of Technology Cottbus - Senftenberg (B-TU),Germany","institution_ids":["https://openalex.org/I51783024"]},{"raw_affiliation_string":"Brandenburg University of Technology Cottbus - Senftenberg (B-TU), Germany","institution_ids":["https://openalex.org/I51783024"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001955519"],"corresponding_institution_ids":["https://openalex.org/I51783024"],"apc_list":null,"apc_paid":null,"fwci":0.6808,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.66648055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9976000189781189,"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":0.8249900341033936},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7235668897628784},{"id":"https://openalex.org/keywords/porting","display_name":"Porting","score":0.6296607255935669},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5907927751541138},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5585631132125854},{"id":"https://openalex.org/keywords/overlay","display_name":"Overlay","score":0.4651646912097931},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.41270512342453003},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.34380286931991577},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.27320024371147156},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23987844586372375}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8249900341033936},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7235668897628784},{"id":"https://openalex.org/C106251023","wikidata":"https://www.wikidata.org/wiki/Q851989","display_name":"Porting","level":3,"score":0.6296607255935669},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5907927751541138},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5585631132125854},{"id":"https://openalex.org/C136085584","wikidata":"https://www.wikidata.org/wiki/Q910289","display_name":"Overlay","level":2,"score":0.4651646912097931},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.41270512342453003},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.34380286931991577},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.27320024371147156},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23987844586372375}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sbcci55532.2022.9893229","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sbcci55532.2022.9893229","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 35th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI)","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":19,"referenced_works":["https://openalex.org/W799594534","https://openalex.org/W2025981567","https://openalex.org/W2026597905","https://openalex.org/W2296385998","https://openalex.org/W2613001687","https://openalex.org/W2952918782","https://openalex.org/W2981752235","https://openalex.org/W2983713406","https://openalex.org/W3046899717","https://openalex.org/W3085381294","https://openalex.org/W3097497190","https://openalex.org/W3110947110","https://openalex.org/W3111191642","https://openalex.org/W3114291069","https://openalex.org/W3127984510","https://openalex.org/W3176176585","https://openalex.org/W3207700054","https://openalex.org/W3211526056","https://openalex.org/W6787032206"],"related_works":["https://openalex.org/W1967938402","https://openalex.org/W2386041993","https://openalex.org/W1608572506","https://openalex.org/W3142211975","https://openalex.org/W1879443270","https://openalex.org/W2018912978","https://openalex.org/W2130914040","https://openalex.org/W2119122672","https://openalex.org/W4292904049","https://openalex.org/W2136848245"],"abstract_inverted_index":{"Using":[0],"Graphical":[1],"Processing":[2,112],"Units":[3],"(GPUs)":[4],"to":[5,29,40,58,70,148,175,183,201],"accelerate":[6],"applications":[7,150],"such":[8],"as":[9,59,62,101,158],"Deep":[10],"Neural":[11],"Networks":[12],"(DNNs)":[13],"or":[14],"image":[15],"processing":[16],"tasks":[17],"has":[18,34],"been":[19],"gaining":[20],"lots":[21],"of":[22,38,124,179],"attention":[23,39],"for":[24,163],"some":[25],"time":[26],"now":[27],"due":[28],"their":[30],"high":[31],"performance.":[32],"This":[33,191],"brought":[35],"a":[36,49,85,91,102,125,144],"lot":[37],"creating":[41],"toolflows":[42,73],"where":[43],"hardware":[44,65,182],"designing":[45],"expertise":[46],"is":[47,67,100,139,171],"not":[48],"requirement":[50],"anymore,":[51],"resulting":[52],"in":[53],"making":[54,160],"the":[55,72,77,106,111,117,121,154,173,177,180,208],"technology":[56],"accessible":[57],"many":[60],"users":[61],"possible.":[63],"However,":[64],"knowledge":[66],"still":[68],"important":[69],"make":[71],"run":[74],"efficiently":[75],"on":[76,131,203],"target":[78,181],"platform.":[79],"In":[80],"this":[81],"paper,":[82],"we":[83],"introduce":[84],"framework":[86,138,192],"that":[87],"uses":[88],"Jupyter":[89,156],"Notebooks,":[90],"browser":[92],"based":[93],"interactive":[94],"computing":[95],"environment,":[96],"and":[97,110,141,166,188,197],"PYNQ":[98],"which":[99,116],"high-level-abstraction":[103],"interface":[104],"between":[105],"Programmable":[107],"Logic":[108],"(PL)":[109],"System":[113,202],"(PS)":[114],"from":[115],"user":[118],"can":[119,198],"unlock":[120],"full":[122],"potential":[123],"highly":[126],"customizable":[127],"soft-core":[128],"GPU":[129],"running":[130,151],"an":[132],"Field-programmable":[133],"Gate":[134],"Array":[135],"(FPGA).":[136],"The":[137],"open-source":[140],"requires":[142],"only":[143],"few":[145],"set-up":[146],"steps":[147],"get":[149],"by":[152],"re-using":[153],"existing":[155],"Notebooks":[157],"templates,":[159],"it":[161],"ideal":[162],"fast":[164],"prototyping":[165],"educational":[167],"purposes.":[168],"Moreover,":[169],"there":[170],"also":[172,193],"possibility":[174],"customize":[176],"architecture":[178],"fit":[184],"performance,":[185],"resource":[186],"utilization,":[187],"functional":[189],"requirements.":[190],"supports":[194],"floating-point":[195],"operations":[196],"be":[199],"ported":[200],"Chip":[204],"(SoC)":[205],"devices":[206],"like":[207],"Xilinx":[209],"Zynq-7000":[210],"family,":[211],"among":[212],"others.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
