Matches in SemOpenAlex for { <https://semopenalex.org/work/W2292582435> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W2292582435 abstract "A scalable and reconfigurable architecture for accelerating classification using Radial Basis Function Neural Network (RBFNN) is presented in this paper. The proposed accelerator comprises a set of interconnected HyperCells, which serve as the reconfigurable datapath on which the RBFNN is realized. The dimensions of RBFNN that can be supported on implemented design is limited due to the fixed number of HyperCells. To resolve this limitation, a folding strategy is discussed which provides a generic hardware solution for classification using RBFNN, with no constraint on the dimensions of inputs and outputs. The performance of RBFNN implemented on network of HyperCells using Xilinx Virtex 7 XC7V2000T as target FPGA is compared with software implementation and GPU implementation of RBFNN. Our results show speed up of 1.91X–15.94X over equivalent software implementation on Intel Core 2 Quad and 1.33X-14.6X over GPU (NVIDIA GTX650)." @default.
- W2292582435 created "2016-06-24" @default.
- W2292582435 creator A5024682914 @default.
- W2292582435 creator A5028057620 @default.
- W2292582435 creator A5042169564 @default.
- W2292582435 creator A5076334246 @default.
- W2292582435 date "2015-09-01" @default.
- W2292582435 modified "2023-09-26" @default.
- W2292582435 title "An accelerator for classification using radial basis function neural network" @default.
- W2292582435 cites W2005056269 @default.
- W2292582435 cites W2028166238 @default.
- W2292582435 cites W2110612559 @default.
- W2292582435 cites W2123654193 @default.
- W2292582435 cites W2169479409 @default.
- W2292582435 doi "https://doi.org/10.1109/socc.2015.7406928" @default.
- W2292582435 hasPublicationYear "2015" @default.
- W2292582435 type Work @default.
- W2292582435 sameAs 2292582435 @default.
- W2292582435 citedByCount "2" @default.
- W2292582435 countsByYear W22925824352016 @default.
- W2292582435 countsByYear W22925824352018 @default.
- W2292582435 crossrefType "proceedings-article" @default.
- W2292582435 hasAuthorship W2292582435A5024682914 @default.
- W2292582435 hasAuthorship W2292582435A5028057620 @default.
- W2292582435 hasAuthorship W2292582435A5042169564 @default.
- W2292582435 hasAuthorship W2292582435A5076334246 @default.
- W2292582435 hasConcept C111919701 @default.
- W2292582435 hasConcept C118524514 @default.
- W2292582435 hasConcept C14036430 @default.
- W2292582435 hasConcept C149635348 @default.
- W2292582435 hasConcept C154945302 @default.
- W2292582435 hasConcept C173608175 @default.
- W2292582435 hasConcept C177264268 @default.
- W2292582435 hasConcept C199360897 @default.
- W2292582435 hasConcept C2777904410 @default.
- W2292582435 hasConcept C2781198647 @default.
- W2292582435 hasConcept C41008148 @default.
- W2292582435 hasConcept C42935608 @default.
- W2292582435 hasConcept C48044578 @default.
- W2292582435 hasConcept C50644808 @default.
- W2292582435 hasConcept C78458016 @default.
- W2292582435 hasConcept C86803240 @default.
- W2292582435 hasConcept C9390403 @default.
- W2292582435 hasConceptScore W2292582435C111919701 @default.
- W2292582435 hasConceptScore W2292582435C118524514 @default.
- W2292582435 hasConceptScore W2292582435C14036430 @default.
- W2292582435 hasConceptScore W2292582435C149635348 @default.
- W2292582435 hasConceptScore W2292582435C154945302 @default.
- W2292582435 hasConceptScore W2292582435C173608175 @default.
- W2292582435 hasConceptScore W2292582435C177264268 @default.
- W2292582435 hasConceptScore W2292582435C199360897 @default.
- W2292582435 hasConceptScore W2292582435C2777904410 @default.
- W2292582435 hasConceptScore W2292582435C2781198647 @default.
- W2292582435 hasConceptScore W2292582435C41008148 @default.
- W2292582435 hasConceptScore W2292582435C42935608 @default.
- W2292582435 hasConceptScore W2292582435C48044578 @default.
- W2292582435 hasConceptScore W2292582435C50644808 @default.
- W2292582435 hasConceptScore W2292582435C78458016 @default.
- W2292582435 hasConceptScore W2292582435C86803240 @default.
- W2292582435 hasConceptScore W2292582435C9390403 @default.
- W2292582435 hasLocation W22925824351 @default.
- W2292582435 hasOpenAccess W2292582435 @default.
- W2292582435 hasPrimaryLocation W22925824351 @default.
- W2292582435 hasRelatedWork W1495616008 @default.
- W2292582435 hasRelatedWork W1497178432 @default.
- W2292582435 hasRelatedWork W159803530 @default.
- W2292582435 hasRelatedWork W1965512548 @default.
- W2292582435 hasRelatedWork W2047244809 @default.
- W2292582435 hasRelatedWork W2321088326 @default.
- W2292582435 hasRelatedWork W2357103634 @default.
- W2292582435 hasRelatedWork W2466675884 @default.
- W2292582435 hasRelatedWork W2503449170 @default.
- W2292582435 hasRelatedWork W2518660313 @default.
- W2292582435 hasRelatedWork W2527036487 @default.
- W2292582435 hasRelatedWork W2770047371 @default.
- W2292582435 hasRelatedWork W2800329759 @default.
- W2292582435 hasRelatedWork W28217527 @default.
- W2292582435 hasRelatedWork W2883927138 @default.
- W2292582435 hasRelatedWork W3085536830 @default.
- W2292582435 hasRelatedWork W3116925577 @default.
- W2292582435 hasRelatedWork W3183446863 @default.
- W2292582435 hasRelatedWork W3193320002 @default.
- W2292582435 hasRelatedWork W623585410 @default.
- W2292582435 isParatext "false" @default.
- W2292582435 isRetracted "false" @default.
- W2292582435 magId "2292582435" @default.
- W2292582435 workType "article" @default.