Articles with "compact computationally" as a keyword



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Compact and Computationally Efficient Representation of Deep Neural Networks

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Published in 2020 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2019.2910073

Abstract: At the core of any inference procedure, deep neural networks are dot product operations, which are the component that requires the highest computational resources. For instance, deep neural networks, such as VGG-16, require up to… read more here.

Keywords: computationally efficient; data structures; compact computationally; deep neural ... See more keywords