Articles with "quantization analysis" as a keyword



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Binary Quantization Analysis of Neural Networks Weights on MNIST Dataset

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Published in 2021 at "Elektronika ir Elektrotechnika"

DOI: 10.5755/j02.eie.28881

Abstract: This paper considers the design of a binary scalar quantizer of Laplacian source and its application in compressed neural networks. The quantizer performance is investigated in a wide dynamic range of data variances, and for… read more here.

Keywords: networks weights; analysis neural; neural networks; weights mnist ... See more keywords