Exploring NEURAGHE: A Customizable Template for APSoC-based CNN Inference at the Edge

IEEE Embedded Systems Letters(2020)

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摘要
The NEURAghe architecture has proved to be a powerful accelerator for deep convolutional neural networks running on heterogeneous architectures based on Xilinx Zynq-7000 all programmable system-on-chips. NEURAghe exploits the processing system and the programmable logic available in these devices to improve performance through parallelism, and to widen the scope of use-cases that can be supported....
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关键词
Convolution,Computer architecture,Performance evaluation,Field programmable gate arrays,Hardware,Engines,Organizations
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