Hyeonuk Kim

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Integral Equation

Zernike Moments

Top Venues

IEEE Trans. Computers

J. Comput. Phys.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Hyeonuk Kim, Youngbeom Jung, Lee-Sup Kim
ADC-Free ReRAM-Based In-Situ Accelerator for Energy-Efficient Binary Neural Networks. IEEE Trans. Computers 73 (2) (2024)
Youngbeom Jung, Hyeonuk Kim, Seungkyu Choi, Jaekang Shin, Lee-Sup Kim
Energy-Efficient CNN Personalized Training by Adaptive Data Reformation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (1) (2023)
Myeonggu Kang, Hyeonuk Kim, Hyein Shin, Jaehyeong Sim, Kyeonghan Kim, Lee-Sup Kim
S-FLASH: A NAND Flash-Based Deep Neural Network Accelerator Exploiting Bit-Level Sparsity. IEEE Trans. Computers 71 (6) (2022)
Youngbeom Jung, Hyeonuk Kim, Yeongjae Choi, Lee-Sup Kim
Quantization-Error-Robust Deep Neural Network for Embedded Accelerators. IEEE Trans. Circuits Syst. II Express Briefs 69 (2) (2022)
Hyeonuk Kim, Kyunghyun Park, Junkee Jeon, Changhoon Song, Jungwoo Bae, Yongsik Kim, Myungjoo Kang
Candidate point selection using a self-attention mechanism for generating a smooth volatility surface under the SABR model. Expert Syst. Appl. 173 (2021)
Seungkyu Choi, Jaehyeong Sim, Myeonggu Kang, Yeongjae Choi, Hyeonuk Kim, Lee-Sup Kim
An Energy-Efficient Deep Convolutional Neural Network Training Accelerator for In Situ Personalization on Smart Devices. IEEE J. Solid State Circuits 55 (10) (2020)
Hyeonuk Kim, Heejae Han, Dalhyeon Gwon, Myungjoo Kang
High order face-offsetting method for interface tracking problem using WENO schemes. J. Comput. Phys. 376 (2019)
Hyeonwook Wi, Hyeonuk Kim, Seungkyu Choi, Lee-Sup Kim
Compressing Sparse Ternary Weight Convolutional Neural Networks for Efficient Hardware Acceleration. ISLPED (2019)
Seungkyu Choi, Jaehyeong Sim, Myeonggu Kang, Yeongjae Choi, Hyeonuk Kim, Lee-Sup Kim
A 47.4µJ/epoch Trainable Deep Convolutional Neural Network Accelerator for In-Situ Personalization on Smart Devices. A-SSCC (2019)
Hyeonuk Kim, Jaehyeong Sim, Yeongjae Choi, Lee-Sup Kim
NAND-Net: Minimizing Computational Complexity of In-Memory Processing for Binary Neural Networks. HPCA (2019)
Hyeonuk Kim, Jaehyeong Sim, Yeongjae Choi, Lee-Sup Kim
A Kernel Decomposition Architecture for Binary-weight Convolutional Neural Networks. DAC (2017)
Junkee Jeon, Heejae Han, Hyeonuk Kim, Myungjoo Kang
An integral equation representation approach for valuing Russian options with a finite time horizon. Commun. Nonlinear Sci. Numer. Simul. 36 (2016)