{"id":"https://openalex.org/W2125203716","doi":"https://doi.org/10.1109/cvprw.2011.5981829","title":"NeuFlow: A runtime reconfigurable dataflow processor for vision","display_name":"NeuFlow: A runtime reconfigurable dataflow processor for vision","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2125203716","doi":"https://doi.org/10.1109/cvprw.2011.5981829","mag":"2125203716"},"language":"en","primary_location":{"id":"doi:10.1109/cvprw.2011.5981829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2011.5981829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CVPR 2011 WORKSHOPS","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/A5023316826","display_name":"Cl\u00e9ment Farabet","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]},{"id":"https://openalex.org/I36672615","display_name":"Courant Institute of Mathematical Sciences","ror":"https://ror.org/037tm7f56","country_code":"US","type":"education","lineage":["https://openalex.org/I36672615","https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Clement Farabet","raw_affiliation_strings":["Courant Institute of Mathematical Sciences, New York University, New York, NY, USA","Electrical Engineering Department, Yale University, New Heaven, CT, USA"],"affiliations":[{"raw_affiliation_string":"Courant Institute of Mathematical Sciences, New York University, New York, NY, USA","institution_ids":["https://openalex.org/I36672615","https://openalex.org/I57206974"]},{"raw_affiliation_string":"Electrical Engineering Department, Yale University, New Heaven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020187479","display_name":"Berin Martini","orcid":null},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Berin Martini","raw_affiliation_strings":["Electrical Engineering Department, Yale University, New Heaven, CT, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Yale University, New Heaven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026288188","display_name":"Benoit Corda","orcid":null},"institutions":[{"id":"https://openalex.org/I36672615","display_name":"Courant Institute of Mathematical Sciences","ror":"https://ror.org/037tm7f56","country_code":"US","type":"education","lineage":["https://openalex.org/I36672615","https://openalex.org/I57206974"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benoit Corda","raw_affiliation_strings":["Courant Institute of Mathematical Sciences, New York University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Courant Institute of Mathematical Sciences, New York University, New York, NY, USA","institution_ids":["https://openalex.org/I36672615","https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079527796","display_name":"Polina Akselrod","orcid":null},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Polina Akselrod","raw_affiliation_strings":["Electrical Engineering Department, Yale University, New Heaven, CT, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Yale University, New Heaven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056573998","display_name":"Eugenio Culurciello","orcid":"https://orcid.org/0000-0002-9918-3956"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eugenio Culurciello","raw_affiliation_strings":["Electrical Engineering Department, Yale University, New Heaven, CT, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Yale University, New Heaven, CT, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001226970","display_name":"Yann LeCun","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I36672615","display_name":"Courant Institute of Mathematical Sciences","ror":"https://ror.org/037tm7f56","country_code":"US","type":"education","lineage":["https://openalex.org/I36672615","https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yann LeCun","raw_affiliation_strings":["Courant Institute of Mathematical Sciences, New York University, New York, NY, USA"],"affiliations":[{"raw_affiliation_string":"Courant Institute of Mathematical Sciences, New York University, New York, NY, USA","institution_ids":["https://openalex.org/I36672615","https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5023316826"],"corresponding_institution_ids":["https://openalex.org/I32971472","https://openalex.org/I36672615","https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":7.9848,"has_fulltext":false,"cited_by_count":365,"citation_normalized_percentile":{"value":0.98091386,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"109","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9995999932289124,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dataflow","display_name":"Dataflow","score":0.914667010307312},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.862999677658081},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.7547236680984497},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.671614408493042},{"id":"https://openalex.org/keywords/laptop","display_name":"Laptop","score":0.6139976382255554},{"id":"https://openalex.org/keywords/virtex","display_name":"Virtex","score":0.5714655518531799},{"id":"https://openalex.org/keywords/dataflow-architecture","display_name":"Dataflow architecture","score":0.5093306303024292},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5028144717216492},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.490149587392807},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.4523974657058716},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.444536030292511},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44015103578567505},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.42581018805503845},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3492845296859741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22647708654403687},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1702061891555786},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14256346225738525},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.11789438128471375}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.914667010307312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.862999677658081},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.7547236680984497},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.671614408493042},{"id":"https://openalex.org/C2780008327","wikidata":"https://www.wikidata.org/wiki/Q3962","display_name":"Laptop","level":2,"score":0.6139976382255554},{"id":"https://openalex.org/C2777674469","wikidata":"https://www.wikidata.org/wiki/Q20741011","display_name":"Virtex","level":3,"score":0.5714655518531799},{"id":"https://openalex.org/C176727019","wikidata":"https://www.wikidata.org/wiki/Q1172415","display_name":"Dataflow architecture","level":3,"score":0.5093306303024292},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5028144717216492},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.490149587392807},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.4523974657058716},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.444536030292511},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44015103578567505},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.42581018805503845},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3492845296859741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22647708654403687},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1702061891555786},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14256346225738525},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.11789438128471375}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cvprw.2011.5981829","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2011.5981829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"CVPR 2011 WORKSHOPS","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.228.9047","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.228.9047","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://yann.lecun.com/exdb/publis/pdf/farabet-ecvw-11.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1513575367","https://openalex.org/W1624854622","https://openalex.org/W1968422655","https://openalex.org/W1990315422","https://openalex.org/W1995853907","https://openalex.org/W1999478155","https://openalex.org/W2009832130","https://openalex.org/W2017369466","https://openalex.org/W2024139303","https://openalex.org/W2026942141","https://openalex.org/W2105464770","https://openalex.org/W2110764733","https://openalex.org/W2112796928","https://openalex.org/W2112980946","https://openalex.org/W2120431055","https://openalex.org/W2122221396","https://openalex.org/W2134557905","https://openalex.org/W2137380783","https://openalex.org/W2146052145","https://openalex.org/W2151103935","https://openalex.org/W2153412052","https://openalex.org/W2161969291","https://openalex.org/W2162915993","https://openalex.org/W4232280717","https://openalex.org/W4246838776","https://openalex.org/W4247308861","https://openalex.org/W6630818349","https://openalex.org/W6676875803"],"related_works":["https://openalex.org/W2564598376","https://openalex.org/W1484403103","https://openalex.org/W2584408851","https://openalex.org/W2115158825","https://openalex.org/W2101960124","https://openalex.org/W4377693460","https://openalex.org/W2033683327","https://openalex.org/W2783505431","https://openalex.org/W2521947294","https://openalex.org/W2156483123"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"present":[4,94],"a":[5,22,67,79],"scalable":[6],"dataflow":[7,23],"hardware":[8,120],"architecture":[9],"optimized":[10],"for":[11,39],"the":[12,46,98],"computation":[13],"of":[14,33,48,55,85,97],"general-purpose":[15],"vision":[16],"algorithms":[17,35],"-":[18,20,25,27],"neuFlow":[19],"and":[21,53,82],"compiler":[24],"luaFlow":[26],"that":[28],"transforms":[29],"high-level":[30],"flow-graph":[31],"representations":[32],"these":[34],"into":[36],"machine":[37],"code":[38],"neuFlow.":[40,121],"This":[41],"system":[42,99],"was":[43],"designed":[44],"with":[45],"goal":[47],"providing":[49],"real-time":[50],"detection,":[51],"categorization":[52],"localization":[54],"objects":[56],"in":[57,90],"complex":[58],"scenes,":[59],"while":[60],"consuming":[61],"10":[62],"Watts":[63],"when":[64],"implemented":[65],"on":[66,100,107,117],"Xilinx":[68],"Virtex":[69],"6":[70],"FPGA":[71],"platform,":[72],"or":[73],"about":[74],"ten":[75],"times":[76,89],"less":[77],"than":[78],"laptop":[80],"computer,":[81],"producing":[83],"speedups":[84],"up":[86],"to":[87],"100":[88],"real-world":[91],"applications.":[92],"We":[93],"an":[95],"application":[96],"street":[101],"scene":[102],"analysis,":[103],"segmenting":[104],"20":[105],"categories":[106],"500":[108],"\u00d7":[109],"375":[110],"frames":[111,114],"at":[112],"12":[113],"per":[115],"second":[116],"our":[118],"custom":[119]},"counts_by_year":[{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":44},{"year":2019,"cited_by_count":44},{"year":2018,"cited_by_count":54},{"year":2017,"cited_by_count":47},{"year":2016,"cited_by_count":48},{"year":2015,"cited_by_count":28},{"year":2014,"cited_by_count":22},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}