Articles with "synthesis binarized" as a keyword



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Logic Synthesis of Binarized Neural Networks for Efficient Circuit Implementation

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Published in 2022 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2021.3078606

Abstract: Neural networks (NNs) are key to deep learning systems. Their efficient hardware implementation is crucial to applications at the edge. Binarized NNs (BNNs), where the weights and output of a neuron are of binary values… read more here.

Keywords: implementation; logic synthesis; area; neural networks ... See more keywords