Angel-Eye: A Complete Design Flow for Mapping CNN Onto Embedded FPGA.

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems(2018)

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摘要
Convolutional neural network (CNN) has become a successful algorithm in the region of artificial intelligence and a strong candidate for many computer vision algorithms. But the computation complexity of CNN is much higher than traditional algorithms. With the help of GPU acceleration, CNN-based applications are widely deployed in servers. However, for embedded platforms, CNN-based solutions are s...
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关键词
Kernel,Field programmable gate arrays,Feature extraction,Hardware,Convolution,Computational modeling,Complexity theory
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