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Jooyeon Choi
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 4
Top Topics
Quantization Error
Jensen Shannon
Supervised Learning
Reduced Set
Top Venues
ISLPED
DAC
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
IEEE Access
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Publications
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Jooyeon Choi
,
Hyeonuk Sim
,
Sangyun Oh
,
Sugil Lee
,
Jongeun Lee
MLogNet: A Logarithmic Quantization-Based Accelerator for Depthwise Separable Convolution.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
41 (12) (2022)
Hyeonuk Sim
,
Jooyeon Choi
,
Jongeun Lee
SparTANN: sparse training accelerator for neural networks with threshold-based sparsification.
ISLPED
(2020)
Sugil Lee
,
Hyeon Uk Sim
,
Jooyeon Choi
,
Jongeun Lee
Successive Log Quantization for Cost-Efficient Neural Networks Using Stochastic Computing.
DAC
(2019)
Jooyeon Choi
,
Chohong Min
,
Byungjoon Lee
Mathematical Analysis on Information-Theoretic Metric Learning With Application to Supervised Learning.
IEEE Access
7 (2019)