Articles with "sparse dnn" as a keyword



Hardware Accelerator Design for Sparse DNN Inference and Training: A Tutorial

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Published in 2024 at "IEEE Transactions on Circuits and Systems II: Express Briefs"

DOI: 10.1109/tcsii.2023.3344681

Abstract: Deep neural networks (DNNs) are widely used in many fields, such as artificial intelligence generated content (AIGC) and robotics. To efficiently support these tasks, the model pruning technique is developed to compress the computational and… read more here.

Keywords: hardware accelerator; sparse dnn; sparse; design ... See more keywords