Articles with "algorithms convolutional" as a keyword



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Evaluating Fast Algorithms for Convolutional Neural Networks on FPGAs

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Published in 2020 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2019.2897701

Abstract: In recent years, convolutional neural networks (CNNs) have become widely adopted for computer vision tasks. Field-programmable gate arrays (FPGAs) have been adequately explored as a promising hardware accelerator for CNNs due to its high performance,… read more here.

Keywords: networks fpgas; neural networks; convolutional neural; fast algorithms ... See more keywords