Successive Log Quantization for Cost-Efficient Neural Networks Using Stochastic Computing. - Sugil Lee; Hyeon Uk Sim; Jooyeon Choi; Jongeun Lee (DAC, 2019)

Mathematical Analysis on Information-Theoretic Metric Learning With Application to Supervised Learning. - Jooyeon Choi; Chohong Min; Byungjoon Lee 001 (IEEE Access, 2019)

SparTANN: sparse training accelerator for neural networks with threshold-based sparsification. - Hyeonuk Sim; Jooyeon Choi; Jongeun Lee (ISLPED, 2020)

MLogNet: A Logarithmic Quantization-Based Accelerator for Depthwise Separable Convolution. - Jooyeon Choi; Hyeonuk Sim; Sangyun Oh; Sugil Lee; Jongeun Lee (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)