FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2997442807> ?p ?o ?g. }

• W2997442807 abstract "The rapidly growing demands for powerful AI algorithms in many application domains have motivated massive investment in both high-quality deep neural network (DNN) models and high-efficiency implementations. In this position paper, we argue that a simultaneous DNN/implementation co-design methodology, named Neural Architecture and Implementation Search (NAIS), deserves more research attention to boost the development productivity and efficiency of both DNN models and implementation optimization. We propose a stylized design methodology that can drastically cut down the search cost while preserving the quality of the end solution. As an illustration, we discuss this DNN/implementation methodology in the context of both FPGAs and GPUs. We take autonomous driving as a key use case as it is one of the most demanding areas for high quality AI algorithms and accelerators. We discuss how such a co-design methodology can impact the autonomous driving industry significantly. We identify several research opportunities in this exciting domain." @default.
• W2997442807 created "2020-01-10" @default.
• W2997442807 creator A5030156276 @default.
• W2997442807 creator A5053022655 @default.
• W2997442807 creator A5056321228 @default.
• W2997442807 creator A5061499905 @default.
• W2997442807 creator A5070261184 @default.
• W2997442807 creator A5071021964 @default.
• W2997442807 creator A5072067585 @default.
• W2997442807 creator A5077889722 @default.
• W2997442807 creator A5078978498 @default.
• W2997442807 creator A5079397880 @default.
• W2997442807 creator A5082291284 @default.
• W2997442807 creator A5084569292 @default.
• W2997442807 date "2019-11-01" @default.
• W2997442807 modified "2023-10-18" @default.
• W2997442807 title "NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving" @default.
• W2997442807 cites W1686810756 @default.
• W2997442807 cites W2063099138 @default.
• W2997442807 cites W2094756095 @default.
• W2997442807 cites W2096727211 @default.
• W2997442807 cites W2097117768 @default.
• W2997442807 cites W2163605009 @default.
• W2997442807 cites W2194775991 @default.
• W2997442807 cites W2276486856 @default.
• W2997442807 cites W2279098554 @default.
• W2997442807 cites W2295680811 @default.
• W2997442807 cites W2442974303 @default.
• W2997442807 cites W2562339416 @default.
• W2997442807 cites W2562773490 @default.
• W2997442807 cites W2585720638 @default.
• W2997442807 cites W2612563559 @default.
• W2997442807 cites W2619500264 @default.
• W2997442807 cites W2736941579 @default.
• W2997442807 cites W2762910930 @default.
• W2997442807 cites W2773339846 @default.
• W2997442807 cites W2798332427 @default.
• W2997442807 cites W2888850958 @default.
• W2997442807 cites W2890590696 @default.
• W2997442807 cites W2896983500 @default.
• W2997442807 cites W2902251695 @default.
• W2997442807 cites W2917087921 @default.
• W2997442807 cites W2953795911 @default.
• W2997442807 cites W2962856739 @default.
• W2997442807 cites W2964212578 @default.
• W2997442807 cites W3010873746 @default.
• W2997442807 doi "https://doi.org/10.1109/iccad45719.2019.8942055" @default.
• W2997442807 hasPublicationYear "2019" @default.
• W2997442807 type Work @default.
• W2997442807 sameAs 2997442807 @default.
• W2997442807 citedByCount "21" @default.
• W2997442807 countsByYear W29974428072020 @default.
• W2997442807 countsByYear W29974428072021 @default.
• W2997442807 countsByYear W29974428072022 @default.
• W2997442807 countsByYear W29974428072023 @default.
• W2997442807 crossrefType "proceedings-article" @default.
• W2997442807 hasAuthorship W2997442807A5030156276 @default.
• W2997442807 hasAuthorship W2997442807A5053022655 @default.
• W2997442807 hasAuthorship W2997442807A5056321228 @default.
• W2997442807 hasAuthorship W2997442807A5061499905 @default.
• W2997442807 hasAuthorship W2997442807A5070261184 @default.
• W2997442807 hasAuthorship W2997442807A5071021964 @default.
• W2997442807 hasAuthorship W2997442807A5072067585 @default.
• W2997442807 hasAuthorship W2997442807A5077889722 @default.
• W2997442807 hasAuthorship W2997442807A5078978498 @default.
• W2997442807 hasAuthorship W2997442807A5079397880 @default.
• W2997442807 hasAuthorship W2997442807A5082291284 @default.
• W2997442807 hasAuthorship W2997442807A5084569292 @default.
• W2997442807 hasBestOaLocation W29974428072 @default.
• W2997442807 hasConcept C111472728 @default.
• W2997442807 hasConcept C111919701 @default.
• W2997442807 hasConcept C115903868 @default.
• W2997442807 hasConcept C118524514 @default.
• W2997442807 hasConcept C123657996 @default.
• W2997442807 hasConcept C134306372 @default.
• W2997442807 hasConcept C138885662 @default.
• W2997442807 hasConcept C139719470 @default.
• W2997442807 hasConcept C142362112 @default.
• W2997442807 hasConcept C149635348 @default.
• W2997442807 hasConcept C151730666 @default.
• W2997442807 hasConcept C153349607 @default.
• W2997442807 hasConcept C154945302 @default.
• W2997442807 hasConcept C162324750 @default.
• W2997442807 hasConcept C26517878 @default.
• W2997442807 hasConcept C26713055 @default.
• W2997442807 hasConcept C2779343474 @default.
• W2997442807 hasConcept C2779530757 @default.
• W2997442807 hasConcept C33923547 @default.
• W2997442807 hasConcept C36503486 @default.
• W2997442807 hasConcept C38935604 @default.
• W2997442807 hasConcept C41008148 @default.
• W2997442807 hasConcept C42935608 @default.
• W2997442807 hasConcept C50644808 @default.
• W2997442807 hasConcept C86803240 @default.
• W2997442807 hasConceptScore W2997442807C111472728 @default.
• W2997442807 hasConceptScore W2997442807C111919701 @default.
• W2997442807 hasConceptScore W2997442807C115903868 @default.
• W2997442807 hasConceptScore W2997442807C118524514 @default.
• W2997442807 hasConceptScore W2997442807C123657996 @default.
• W2997442807 hasConceptScore W2997442807C134306372 @default.

• next