121 citations · 591 across the 29 of their papers we have counts for
Showing 2018Show all
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cs.CV2018★ 5 cited
AI Matrix - Synthetic Benchmarks for DNN
Wei Wei, Lingjie Xu, Lingling Jin +2
Deep neural network (DNN) architectures, such as convolutional neural networks (CNN), involve heavy computation and require hardware, such as CPU, GPU, and AI accelerators, to prov…
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…