{"id":"https://openalex.org/W2945981760","doi":"https://doi.org/10.1007/978-3-030-34356-9_44","title":"Acceleration of Scientific Deep Learning Models on Heterogeneous Computing Platform with Intel\u00ae FPGAs","display_name":"Acceleration of Scientific Deep Learning Models on Heterogeneous Computing Platform with Intel\u00ae FPGAs","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2945981760","doi":"https://doi.org/10.1007/978-3-030-34356-9_44","mag":"2945981760"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-34356-9_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-34356-9_44","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5103096672","display_name":"C. H. Jiang","orcid":"https://orcid.org/0000-0002-3583-2347"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chao Jiang","raw_affiliation_strings":["SHREC: NSF Center for Space, High-Performance and Resilient Computing, Gainesville, USA"],"affiliations":[{"raw_affiliation_string":"SHREC: NSF Center for Space, High-Performance and Resilient Computing, Gainesville, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003117723","display_name":"Dave Ojika","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dave Ojika","raw_affiliation_strings":["SHREC: NSF Center for Space, High-Performance and Resilient Computing, Gainesville, USA"],"affiliations":[{"raw_affiliation_string":"SHREC: NSF Center for Space, High-Performance and Resilient Computing, Gainesville, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051695509","display_name":"Thorsten Kurth","orcid":"https://orcid.org/0000-0003-0832-6198"},"institutions":[{"id":"https://openalex.org/I4210151627","display_name":"National Energy Research Scientific Computing Center","ror":"https://ror.org/05v3mvq14","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521","https://openalex.org/I4210151627"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thorsten Kurth","raw_affiliation_strings":["National Energy Research Scientific Computing Center (NERSC), Berkeley, USA"],"affiliations":[{"raw_affiliation_string":"National Energy Research Scientific Computing Center (NERSC), Berkeley, USA","institution_ids":["https://openalex.org/I4210151627"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Prabhat","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151627","display_name":"National Energy Research Scientific Computing Center","ror":"https://ror.org/05v3mvq14","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521","https://openalex.org/I4210151627"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prabhat","raw_affiliation_strings":["National Energy Research Scientific Computing Center (NERSC), Berkeley, USA"],"affiliations":[{"raw_affiliation_string":"National Energy Research Scientific Computing Center (NERSC), Berkeley, USA","institution_ids":["https://openalex.org/I4210151627"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001923006","display_name":"S. Vallecorsa","orcid":"https://orcid.org/0000-0002-7003-5765"},"institutions":[{"id":"https://openalex.org/I67311998","display_name":"European Organization for Nuclear Research","ror":"https://ror.org/01ggx4157","country_code":"CH","type":"facility","lineage":["https://openalex.org/I67311998"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sofia Vallecorsa","raw_affiliation_strings":["CERN openlab, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"CERN openlab, Geneva, Switzerland","institution_ids":["https://openalex.org/I67311998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105024298","display_name":"Bhavesh Patel","orcid":"https://orcid.org/0000-0002-0307-262X"},"institutions":[{"id":"https://openalex.org/I4210149435","display_name":"DELL (United States)","ror":"https://ror.org/05rejmm18","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149435"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bhavesh Patel","raw_affiliation_strings":["Dell EMC, Hopkinton, USA"],"affiliations":[{"raw_affiliation_string":"Dell EMC, Hopkinton, USA","institution_ids":["https://openalex.org/I4210149435"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020976710","display_name":"Herman Lam","orcid":"https://orcid.org/0000-0002-2388-0819"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Herman Lam","raw_affiliation_strings":["SHREC: NSF Center for Space, High-Performance and Resilient Computing, Gainesville, USA"],"affiliations":[{"raw_affiliation_string":"SHREC: NSF Center for Space, High-Performance and Resilient Computing, Gainesville, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5103096672"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.3648,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79441341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"587","last_page":"600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9990000128746033,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9980000257492065,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.8326287865638733},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6890286207199097},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6561024188995361},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5474893450737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4905335307121277},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.47415226697921753},{"id":"https://openalex.org/keywords/symmetric-multiprocessor-system","display_name":"Symmetric multiprocessor system","score":0.45843252539634705},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4429026246070862},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.39069920778274536},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2718929648399353}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8326287865638733},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6890286207199097},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6561024188995361},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5474893450737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4905335307121277},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.47415226697921753},{"id":"https://openalex.org/C172430144","wikidata":"https://www.wikidata.org/wiki/Q17111997","display_name":"Symmetric multiprocessor system","level":2,"score":0.45843252539634705},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4429026246070862},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.39069920778274536},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2718929648399353}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-34356-9_44","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-34356-9_44","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1572063013","https://openalex.org/W1583831282","https://openalex.org/W1677182931","https://openalex.org/W1987435915","https://openalex.org/W2128158076","https://openalex.org/W2140190241","https://openalex.org/W2155893237","https://openalex.org/W2163097950","https://openalex.org/W2304648132","https://openalex.org/W2552194367","https://openalex.org/W2583383421","https://openalex.org/W2747482047","https://openalex.org/W2785456876","https://openalex.org/W2797862701","https://openalex.org/W2798084934","https://openalex.org/W2949117887","https://openalex.org/W2962780982","https://openalex.org/W2963511748","https://openalex.org/W2974766464","https://openalex.org/W3098724574","https://openalex.org/W3101493857"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W2146343568","https://openalex.org/W98480971","https://openalex.org/W1967938402","https://openalex.org/W2386041993","https://openalex.org/W1608572506","https://openalex.org/W2319262638","https://openalex.org/W2783386063","https://openalex.org/W46230514"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}