Articles with "pruning method" as a keyword



Quantization-Aware Pruning Criterion for Industrial Applications

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Published in 2022 at "IEEE Transactions on Industrial Electronics"

DOI: 10.1109/tie.2021.3070517

Abstract: In this study, we propose a simple and effective quantization-aware neural network pruning method to prune and quantize deep neural networks and then run them on lightweight and cost-effective embedded industrial devices. The proposed pruning… read more here.

Keywords: pruning method; pruning criterion; quantization; aware pruning ... See more keywords