Sanghoon Kang

40 papers C 4Journal 19Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Al-Driven Interfacial Gap Prediction in Overlapped Al/Cu Laser Weld Joint for Battery Applications.
IEEE Access
Hyeonhee Kim, Sanghoon Kang, Cheolhee Kim, Yong Hoon Jang, Minjung Kang
2023 J jnl
A Mobile 3-D Object Recognition Processor With Deep-Learning-Based Monocular Depth Estimation.
IEEE Micro
Dongseok Im, Gwangtae Park, Zhiyong Li, Junha Ryu, Sanghoon Kang, Donghyeon Han, Jinsu Lee, Wonhoon Park, Hankyul Kwon, Hoi-Jun Yoo
2023 J jnl
DSPU: An Efficient Deep Learning-Based Dense RGB-D Data Acquisition With Sensor Fusion and 3-D Perception SoC.
IEEE J. Solid State Circuits
Dongseok Im, Gwangtae Park, Junha Ryu, Zhiyong Li, Sanghoon Kang, Donghyeon Han, Jinsu Lee, Wonhoon Park, Hankyul Kwon, Hoi-Jun Yoo
2023 J jnl
Generative Adversarial Networks for DNA Storage Channel Simulator.
IEEE Access
Sanghoon Kang, Yunfei Gao, Jaeho Jeong, Seong-Joon Park, Jae-Won Kim, Jong-Seon No, Ha Hyeon Jeon, Jeong Wook Lee, Sunghwan Kim, Hosung Park, Albert No
2022 — conf
A Low-power and Real-time 3D Object Recognition Processor with Dense RGB-D Data Acquisition in Mobile Platforms.
COOL CHIPS
Dongseok Im, Gwangtae Park, Junha Ryu, Zhiyong Li, Sanghoon Kang, Donghyeon Han, Jinsu Lee, Wonhoon Park, Hankyul Kwon, Hoi-Jun Yoo
2022 J jnl
A Pipelined Point Cloud Based Neural Network Processor for 3-D Vision With Large-Scale Max Pooling Layer Prediction.
IEEE J. Solid State Circuits
Dongseok Im, Donghyeon Han, Sanghoon Kang, Hoi-Jun Yoo
2022 — conf
DSPU: A 281.6mW Real-Time Deep Learning-Based Dense RGB-D Data Acquisition with Sensor Fusion and 3D Perception System-on-Chip.
HCS
Dongseok Im, Gwangtae Park, Zhiyong Li, Junha Ryu, Sanghoon Kang, Donghyeon Han, Jinsu Lee, Wonhoon Park, Hankyul Kwon, Hoi-Jun Yoo
2022 — conf
DSPU: A 281.6mW Real-Time Depth Signal Processing Unit for Deep Learning-Based Dense RGB-D Data Acquisition with Depth Fusion and 3D Bounding Box Extraction in Mobile Platforms.
ISSCC
Dongseok Im, Gwangtae Park, Zhiyong Li, Junha Ryu, Sanghoon Kang, Donghyeon Han, Jinsu Lee, Hoi-Jun Yoo
2022 J jnl
FlashMAC: A Time-Frequency Hybrid MAC Architecture With Variable Latency-Aware Scheduling for TinyML Systems.
IEEE J. Solid State Circuits
Surin Gweon, Sanghoon Kang, Kwantae Kim, Hoi-Jun Yoo
2022 J jnl
TSUNAMI: Triple Sparsity-Aware Ultra Energy-Efficient Neural Network Training Accelerator With Multi-Modal Iterative Pruning.
IEEE Trans. Circuits Syst. I Regul. Pap.
Sangyeob Kim, Juhyoung Lee, Sanghoon Kang, Donghyeon Han, Wooyoung Jo, Hoi-Jun Yoo
2021 J jnl
An Energy-Efficient GAN Accelerator With On-Chip Training for Domain-Specific Optimization.
IEEE J. Solid State Circuits
Soyeon Kim, Sanghoon Kang, Donghyeon Han, Sangjin Kim, Sangyeob Kim, Hoi-Jun Yoo
2021 J jnl
An Overview of Sparsity Exploitation in CNNs for On-Device Intelligence With Software-Hardware Cross-Layer Optimizations.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Sanghoon Kang, Gwangtae Park, Sangjin Kim, Soyeon Kim, Donghyeon Han, Hoi-Jun Yoo
2021 — conf
FlashMAC: An Energy-Efficient Analog-Digital Hybrid MAC with Variable Latency-Aware Scheduling.
A-SSCC
Surin Gweon, Sanghoon Kang, Donghyeon Han, Kyoung-Rog Lee, Kwantae Kim, Hoi-Jun Yoo
2021 J jnl
GANPU: An Energy-Efficient Multi-DNN Training Processor for GANs With Speculative Dual-Sparsity Exploitation.
IEEE J. Solid State Circuits
Sanghoon Kang, Donghyeon Han, Juhyoung Lee, Dongseok Im, Sangyeob Kim, Soyeon Kim, Junha Ryu, Hoi-Jun Yoo
2021 J jnl
Identification of Multiple Image Steganographic Methods Using Hierarchical ResNets.
IEICE Trans. Inf. Syst.
Sanghoon Kang, Hanhoon Park, Jong-Il Park
2020 — conf
7.4 GANPU: A 135TFLOPS/W Multi-DNN Training Processor for GANs with Speculative Dual-Sparsity Exploitation.
ISSCC
Sanghoon Kang, Donghyeon Han, Juhyoung Lee, Dongseok Im, Sangyeob Kim, Soyeon Kim, Hoi-Jun Yoo
2020 — conf
A 146.52 TOPS/W Deep-Neural-Network Learning Processor with Stochastic Coarse-Fine Pruning and Adaptive Input/Output/Weight Skipping.
VLSI Circuits
Sangyeob Kim, Juhyoung Lee, Sanghoon Kang, Jinmook Lee, Hoi-Jun Yoo
2020 — conf
A 4.45 ms Low-Latency 3D Point-Cloud-Based Neural Network Processor for Hand Pose Estimation in Immersive Wearable Devices.
VLSI Circuits
Dongseok Im, Sanghoon Kang, Donghyeon Han, Sungpill Choi, Hoi-Jun Yoo
2020 J jnl
A Power-Efficient CNN Accelerator With Similar Feature Skipping for Face Recognition in Mobile Devices.
IEEE Trans. Circuits Syst. I Fundam. Theory Appl.
Sangyeob Kim, Juhyoung Lee, Sanghoon Kang, Jinsu Lee, Hoi-Jun Yoo
2020 — conf
An Energy-Efficient GAN Accelerator with On-chip Training for Domain Specific Optimization.
A-SSCC
Soyeon Kim, Sanghoon Kang, Donghyeon Han, Sangyeob Kim, Sangjin Kim, Hoi-Jun Yoo
2020 J jnl
Combining LSB embedding with modified Octa-PVD embedding.
Multim. Tools Appl.
Sanghoon Kang, Hanhoon Park, Jong-Il Park
2020 J jnl
DT-CNN: An Energy-Efficient Dilated and Transposed Convolutional Neural Network Processor for Region of Interest Based Image Segmentation.
IEEE Trans. Circuits Syst.
Dongseok Im, Donghyeon Han, Sungpill Choi, Sanghoon Kang, Hoi-Jun Yoo
2020 J jnl
The Hardware and Algorithm Co-Design for Energy-Efficient DNN Processor on Edge/Mobile Devices.
IEEE Trans. Circuits Syst.
Jinsu Lee, Sanghoon Kang, Jinmook Lee, Dongjoo Shin, Donghyeon Han, Hoi-Jun Yoo
2019 C conf
A 15.2 TOPS/W CNN Accelerator with Similar Feature Skipping for Face Recognition in Mobile Devices.
ISCAS
Sangyeob Kim, Juhyoung Lee, Sanghoon Kang, Jinsu Lee, Hoi-Jun Yoo
2019 — conf
A 2.1TFLOPS/W Mobile Deep RL Accelerator with Transposable PE Array and Experience Compression.
ISSCC
Changhyeon Kim, Sanghoon Kang, Dongjoo Shin, Sungpill Choi, Youngwoo Kim, Hoi-Jun Yoo
2019 — conf
A Full HD 60 fps CNN Super Resolution Processor with Selective Caching based Layer Fusion for Mobile Devices.
VLSI Circuits
Juhyoung Lee, Dongjoo Shin, Jinsu Lee, Jinmook Lee, Sanghoon Kang, Hoi-Jun Yoo
2019 J jnl
A Sub-6-GHz 5G New Radio RF Transceiver Supporting EN-DC With 3.15-Gb/s DL and 1.27-Gb/s UL in 14-nm FinFET CMOS.
IEEE J. Solid State Circuits
Jongwoo Lee, Kiyong Son, Hyungsun Lim, Daechul Jeong, Ilyong Jong, Sanghyun Baek, Jae Hoon Lee, Ronghua Ni, Yongrong Zuo, Chih-Wei Yao, Seungchan Heo, Sangwook Han, Thomas Byunghak Cho, Inyup Kang, Joonhee Lee, Byoungjoong Kang, Jeongyeol Bae, Jaehyuk Jang, Seunghyun Oh, Ji-Soo Chang, Sanghoon Kang
2019 — conf
A Sub-6GHz 5G New Radio RF Transceiver Supporting EN-DC with 3.15Gb/s DL and 1.27Gb/s UL in 14nm FinFET CMOS.
ISSCC
Jongwoo Lee, Sangwook Han, Joonhee Lee, Byoungjoong Kang, Jeongyeol Bae, Jaehyuk Jang, Seunghyun Oh, Su-Seob Ahn, Sanghoon Kang, Quang-Diep Bui, Kiyong Son, Hyungsun Lim, Daechul Jeong, Ronghua Ni, Yongrong Zuo, Ilyong Jong, Chih-Wei Yao, Seungchan Heo, Thomas Byunghak Cho, Inyup Kang
2019 C conf
DT-CNN: Dilated and Transposed Convolution Neural Network Accelerator for Real-Time Image Segmentation on Mobile Devices.
ISCAS
Dongseok Im, Donghyeon Han, Sungpill Choi, Sanghoon Kang, Hoi-Jun Yoo
2019 — conf
Dual Convolutional Neural Network for Image Steganalysis.
BMSB
Jaeyoung Kim, Sanghoon Kang, Hanhoon Park, Jong-Il Park
2019 J jnl
UNPU: An Energy-Efficient Deep Neural Network Accelerator With Fully Variable Weight Bit Precision.
IEEE J. Solid State Circuits
Jinmook Lee, Changhyeon Kim, Sanghoon Kang, Dongjoo Shin, Sangyeob Kim, Hoi-Jun Yoo
2018 C conf
A 46.1 fps Global Matching Optical Flow Estimation Processor for Action Recognition in Mobile Devices.
ISCAS
Juhyoung Lee, Changhyeon Kim, Sungpill Choi, Dongjoo Shin, Sanghoon Kang, Hoi-Jun Yoo
2018 — conf
B-Face: 0.2 MW CNN-Based Face Recognition Processor with Face Alignment for Mobile User Identification.
VLSI Circuits
Sanghoon Kang, Jinmook Lee, Changhyeon Kim, Hoi-Jun Yoo
2018 J jnl
Low-Power Scalable 3-D Face Frontalization Processor for CNN-Based Face Recognition in Mobile Devices.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Sanghoon Kang, Jinmook Lee, Kyeongryeol Bong, Changhyeon Kim, Youchang Kim, Hoi-Jun Yoo
2018 — conf
UNPU: A 50.6TOPS/W unified deep neural network accelerator with 1b-to-16b fully-variable weight bit-precision.
ISSCC
Jinmook Lee, Changhyeon Kim, Sanghoon Kang, Dongjoo Shin, Sangyeob Kim, Hoi-Jun Yoo
2017 — conf
14.6 A 0.62mW ultra-low-power convolutional-neural-network face-recognition processor and a CIS integrated with always-on haar-like face detector.
ISSCC
Kyeongryeol Bong, Sungpill Choi, Changhyeon Kim, Sanghoon Kang, Youchang Kim, Hoi-Jun Yoo
2017 C conf
A 0.53mW ultra-low-power 3D face frontalization processor for face recognition with human-level accuracy in wearable devices.
ISCAS
Sanghoon Kang, Jinmook Lee, Kyeongryeol Bong, Changhyeon Kim, Hoi-Jun Yoo
2014 — conf
A 0.65V 1.2mW 2.4GHz/400MHz dual-mode phase modulator for mobile healthcare applications.
A-SSCC
Yang Li, Ni Xu, Yining Zhang, Woogeun Rhee, Sanghoon Kang, Zhihua Wang
2010 — conf
A multistandard multiband mobile TV RF SoC in 65nm CMOS.
ISSCC
Jae-Hong Chang, Huijung Kim, Jeong-Hyun Choi, Hangun Chung, Jungwook Heo, Sanghoon Kang, Jong-Dae Bae, Heetae Oh, Youngwoon Kim, Taek-Won Kwon, Ryan Kim, Wooseung Choo, Dojun Rhee, Byeong-Ha Park
2007 J jnl
Clustering of time-course gene expression data using functional data analysis.
Comput. Biol. Chem.
Joon Jin Song, Ho-jin Lee, Jeffrey S. Morris, Sanghoon Kang