Articles with "cnns mixed" as a keyword



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Photonic Reconfigurable Accelerators for Efficient Inference of CNNs With Mixed-Sized Tensors

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

DOI: 10.1109/tcad.2022.3197538

Abstract: Photonic microring resonator (MRR)-based hardware accelerators have been shown to provide disruptive speedup and energy-efficiency improvements for processing deep convolutional neural networks (CNNs). However, previous MRR-based CNN accelerators fail to provide efficient adaptability for CNNs… read more here.

Keywords: cnns mixed; hardware; mrr based; cnns ... See more keywords