Matches in SemOpenAlex for { <https://semopenalex.org/work/W3178228045> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W3178228045 abstract "Deep Neural Networks (DNNs) provide excellent performance in the field of machine learning and with the current trend of technology moving towards more mobile and decentralised processing of data, many industries face the challenge of performing DNN inference in constrained edge devices. Field Programmable Gate Arrays (FPGAs) are reconfigurable semiconductor circuits that are well suited for processing DNNs efficiently through hardware acceleration, as developers can adapt and redesign specialized DNN accelerators for new emergent DNNmodels. In this work, we design and implement hardware accelerators within the PYNQ Z1 board. Our designs outperform the CPU only inference of MobileNetV1 by 40% for single thread and 25.4% for dual thread." @default.
- W3178228045 created "2021-07-19" @default.
- W3178228045 creator A5008501980 @default.
- W3178228045 creator A5037278231 @default.
- W3178228045 date "2020-01-01" @default.
- W3178228045 modified "2023-09-24" @default.
- W3178228045 title "Hardware Acceleration of Deep Neural Networks on Edge Devices with FPGAs" @default.
- W3178228045 cites W2890392327 @default.
- W3178228045 cites W2963122961 @default.
- W3178228045 hasPublicationYear "2020" @default.
- W3178228045 type Work @default.
- W3178228045 sameAs 3178228045 @default.
- W3178228045 citedByCount "0" @default.
- W3178228045 crossrefType "journal-article" @default.
- W3178228045 hasAuthorship W3178228045A5008501980 @default.
- W3178228045 hasAuthorship W3178228045A5037278231 @default.
- W3178228045 hasConcept C108583219 @default.
- W3178228045 hasConcept C111919701 @default.
- W3178228045 hasConcept C113775141 @default.
- W3178228045 hasConcept C118524514 @default.
- W3178228045 hasConcept C13164978 @default.
- W3178228045 hasConcept C138101251 @default.
- W3178228045 hasConcept C138236772 @default.
- W3178228045 hasConcept C149635348 @default.
- W3178228045 hasConcept C154945302 @default.
- W3178228045 hasConcept C186967261 @default.
- W3178228045 hasConcept C2776214188 @default.
- W3178228045 hasConcept C2984842247 @default.
- W3178228045 hasConcept C41008148 @default.
- W3178228045 hasConcept C42935608 @default.
- W3178228045 hasConcept C50644808 @default.
- W3178228045 hasConcept C79974875 @default.
- W3178228045 hasConcept C9390403 @default.
- W3178228045 hasConceptScore W3178228045C108583219 @default.
- W3178228045 hasConceptScore W3178228045C111919701 @default.
- W3178228045 hasConceptScore W3178228045C113775141 @default.
- W3178228045 hasConceptScore W3178228045C118524514 @default.
- W3178228045 hasConceptScore W3178228045C13164978 @default.
- W3178228045 hasConceptScore W3178228045C138101251 @default.
- W3178228045 hasConceptScore W3178228045C138236772 @default.
- W3178228045 hasConceptScore W3178228045C149635348 @default.
- W3178228045 hasConceptScore W3178228045C154945302 @default.
- W3178228045 hasConceptScore W3178228045C186967261 @default.
- W3178228045 hasConceptScore W3178228045C2776214188 @default.
- W3178228045 hasConceptScore W3178228045C2984842247 @default.
- W3178228045 hasConceptScore W3178228045C41008148 @default.
- W3178228045 hasConceptScore W3178228045C42935608 @default.
- W3178228045 hasConceptScore W3178228045C50644808 @default.
- W3178228045 hasConceptScore W3178228045C79974875 @default.
- W3178228045 hasConceptScore W3178228045C9390403 @default.
- W3178228045 hasLocation W31782280451 @default.
- W3178228045 hasOpenAccess W3178228045 @default.
- W3178228045 hasPrimaryLocation W31782280451 @default.
- W3178228045 hasRelatedWork W2085060802 @default.
- W3178228045 hasRelatedWork W2096971498 @default.
- W3178228045 hasRelatedWork W2503158931 @default.
- W3178228045 hasRelatedWork W2626991402 @default.
- W3178228045 hasRelatedWork W2734763043 @default.
- W3178228045 hasRelatedWork W2768598271 @default.
- W3178228045 hasRelatedWork W2770150639 @default.
- W3178228045 hasRelatedWork W2806947028 @default.
- W3178228045 hasRelatedWork W2907463061 @default.
- W3178228045 hasRelatedWork W2999666755 @default.
- W3178228045 hasRelatedWork W3001056370 @default.
- W3178228045 hasRelatedWork W3004209930 @default.
- W3178228045 hasRelatedWork W3012038660 @default.
- W3178228045 hasRelatedWork W3016203558 @default.
- W3178228045 hasRelatedWork W3085277063 @default.
- W3178228045 hasRelatedWork W3131288814 @default.
- W3178228045 hasRelatedWork W3134275962 @default.
- W3178228045 hasRelatedWork W3174260683 @default.
- W3178228045 hasRelatedWork W3184975092 @default.
- W3178228045 hasRelatedWork W3198697808 @default.
- W3178228045 isParatext "false" @default.
- W3178228045 isRetracted "false" @default.
- W3178228045 magId "3178228045" @default.
- W3178228045 workType "article" @default.