Hardware-Accelerated ZYNQ-NET Convolutional Neural Networks on Virtex-7 FPGA

Ahmed J. Abd El-Maksoud, Amr Gamal, Aya Hesham, Gamal Saied, Mennat-Allah Ayman, Omnia Essam,Sara M. Mohamed,Eman El Mandouh,Ziad Ibrahim,Sara Mohamed,Hassan Mostafa

2021 International Conference on Microelectronics (ICM)（2021）

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摘要

Convolutional neural network is a class of deep neural networks that has made a great breakthrough in image recognition. CNNs are commonly used to detect and classify visual applications so that they are frequently embedded in image classification tasks. The common trend nowadays is to accelerate the processing of CNNs in order to use them in real-time applications such as image classification and...

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关键词

Visualization,Power demand,Neural networks,Real-time systems,Convolutional neural networks,Task analysis,Field programmable gate arrays

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