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A Fast, Accurate, and Comprehensive PPA Estimation of Convolutional Hardware Accelerators

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Published in 2022 at "IEEE Transactions on Circuits and Systems I: Regular Papers"

DOI: 10.1109/tcsi.2022.3204932

Abstract: Convolutional Neural Networks (CNN) are widely adopted for Machine Learning (ML) tasks, such as classification and computer vision. GPUs became the reference platforms for both training and inference phases of CNNs due to their tailored… read more here.

Keywords: accurate comprehensive; hardware; fast accurate; comprehensive ppa ... See more keywords