1.5k citations
- Rice UniversityUS7 papers
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- Cornell UniversityUS3 papers
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- The University of SydneyAU2 papers
- Amazon (Germany)DE1 paper
- Atlanta Technical CollegeUS1 paper
- Chinese Academy of SciencesCN1 paper
- Delft University of TechnologyNL1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Imperial College LondonGB1 paper
- KU LeuvenBE1 paper
Showing 2018Show all
3 papers · 1 filter
cs.CV2018★ 100 cited
Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs
Yifan Yang, Qijing Huang, Bichen Wu +8
Using FPGAs to accelerate ConvNets has attracted significant attention in recent years. However, FPGA accelerator design has not leveraged the latest progress of ConvNets. As a res…
cs.CV2018★ 2 cited
FINN-L: Library Extensions and Design Trade-off Analysis for Variable Precision LSTM Networks on FPGAs
Vladimir Rybalkin, Alessandro Pappalardo, Muhammad Mohsin Ghaffar +3
It is well known that many types of artificial neural networks, including recurrent networks, can achieve a high classification accuracy even with low-precision weights and activat…
cs.AR2018★ 2 cited
BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing
Yaman Umuroglu, Lahiru Rasnayake, Magnus Sjalander
Matrix-matrix multiplication is a key computational kernel for numerous applications in science and engineering, with ample parallelism and data locality that lends itself well to…