Articles with "fast emulation" as a keyword



Photo by nhoizey from unsplash

AdaPT: Fast Emulation of Approximate DNN Accelerators in PyTorch

Sign Up to like & get
recommendations!
Published in 2022 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"

DOI: 10.1109/tcad.2022.3212645

Abstract: Current state-of-the-art employs approximate multipliers to address the highly increased power demands of deep neural network (DNN) accelerators. However, evaluating the accuracy of approximate DNNs is cumbersome due to the lack of adequate support for… read more here.

Keywords: fast emulation; approximate; dnn accelerators; dnn ... See more keywords