Browse "EE-Conference Papers(학술회의논문)" by Author Kang, Sanghoon
Showing results 1 to 19 of 19
| A 0.53mW Ultra-Low-Power 3D Face Frontalization Processor for Face Recognition with Human-Level Accuracy in Wearable Devices Kang, Sanghoon; Lee, Jinmook; Lee, Jinsu; Yoo, Hoi-Jun, IEEE International Symposium on Circuits and Systems (ISCAS), pp.1902 - 1905, IEEE, 2017-05 |
| A 0.62mW Ultra-low-power Convolutional Neural Network Face Recognition Processor and a CIS Integrated with Always-on Haar-like Face Detector Bong, Kyeongryeol; Choi, Sungpill; Kim, Changhyeon; Kang, Sanghoon; Kim, Youchang; Yoo, Hoi-Jun, Internatioal Solid-State Circuits Conference, IEEE, 2017-02 |
| A 146.52 TOPS/W Deep-Neural-Network Learning Processor with Stochastic Coarse-Fine Pruning and Adaptive Input/Output/Weight Skipping Kim, Sangyeob; Yoo, Hoi-Jun; LEE, JUHYOUNG; Kang, Sanghoon; Lee, Jinmook, IEEE Symposium on VLSI Circuits, VLSI Circuits 2020, Institute of Electrical and Electronics Engineers Inc., 2020-06-16 |
| A 15.2 TOPS/W CNN accelerator with similar feature skipping for face recognition in mobile devices Kim, Sangyeob; Lee, Juhyoung; Kang, Sanghoon; Lee, Jinsu; Yoo, Hoi-Jun, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019, Institute of Electrical and Electronics Engineers Inc., 2019-05 |
| A 2.1TFLOPS/W Mobile Deep RL Accelerator with Transposable PE Array and Experience Compression Kim, Changhyeon; Kang, Sanghoon; Shin, Dongjoo; Choi, Sungpill; Kim, Youngwoo; Yoo, Hoi-Jun, 2019 IEEE International Solid-State Circuits Conference, ISSCC 2019, pp.136 - 138, Institute of Electrical and Electronics Engineers Inc., 2019-02 |
| A 4.45 ms Low-Latency 3D Point-Cloud-Based Neural Network Processor for Hand Pose Estimation in Immersive Wearable Devices Im, DongSeok; Yoo, Hoi-Jun; Kang, Sanghoon; Han, Donghyeon; Choi, Sungpill, IEEE Symposium on VLSI Circuits, VLSI Circuits 2020, Institute of Electrical and Electronics Engineers Inc., 2020-06-16 |
| A 46.1 fps Global Matching Optical Flow Estimation Processor for Action Recognition in Mobile Devices Lee, Juhyoung; Kim, Changhyeon; Choi, Sungpill; Shin, Dongjoo; Kang, Sanghoon; Yoo, Hoi-Jun, IEEE International Symposium on Circuits & Systems, IEEE International Symposium on Circuits & Systems, 2018-05 |
| A Full HD 60 fps CNN Super Resolution Processor with Selective Caching based Layer Fusion for Mobile Devices Lee, Juhyoung; Shin, Dongjoo; Lee, Jinsu; Lee, Jinmook; Kang, Sanghoon; Yoo, Hoi-Jun, 33rd Symposium on VLSI Circuits, VLSI Circuits 2019, pp.C302 - C303, Institute of Electrical and Electronics Engineers Inc., 2019-06 |
| A Low-power and Real-time 3D Object Recognition Processor with Dense RGB-D Data Acquisition in Mobile Platforms Im, Dongseok; Park, Gwangtae; Ryu, Junha; Li, Zhiyong; Kang, Sanghoon; Han, Donghyeon; Lee, Jinsu; et al, 25th IEEE Symposium in Low-Power and High-Speed Chips (COOL CHIPS), IEEE, 2022-04 |
| An Energy-Efficient GAN Accelerator with On-chip Training for Domain Specific Optimization Kim, Soyeon; Yoo, Hoi-Jun; Kang, Sanghoon; Han, Donghyeon; Kim, Sangyeob; Kim, Sangjin, 16th IEEE Asian Solid-State Circuits Conference, A-SSCC 2020, Institute of Electrical and Electronics Engineers Inc., 2020-11-09 |
| An Energy-Efficient Unified Deep Neural Network Accelerator with Fully-Variable Weight Precision for Mobile Deep Learning Applications Lee, Jinmook; Kim, Changhyeon; Kang, Sanghoon; Shin, Dongjoo; Kim, Sangyeob; Yoo, Hoi-Jun, Hot Chips: A Symposium on High Performance Chips, Hot Chips: A Symposium on High Performance Chips, 2018-08 |
| B-Face: 0.2 mW CNN-Based Face Recognition Processor with Face Alignment for Mobile User Identification Kang, Sanghoon; Lee, Jinmook; Kim, Changhyeon; Yoo, Hoi-Jun, Conference on Optical and Infrared Interferometry and Imaging VII, pp.137 - 138, Symposia on VLSI Technology and Circuits, 2018-06 |
| DSPU: A 281.6mW Real-Time Deep Learning-Based Dense RGB-D Data Acquisition with Sensor Fusion and 3D Perception System-on-Chip Im, DongSeok; Park, Gwangtae; Li, Zhiyong; Ryu, Junha; Kang, Sanghoon; Han, Donghyeon; Lee, Jinsu; et al, 2022 IEEE Hot Chips 34 Symposium, HCS 2022, Institute of Electrical and Electronics Engineers Inc., 2022-08 |
| 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 Im, DongSeok; Park, Gwangtae; LI, ZHIYONG; Ryu, Junha; Kang, Sanghoon; Han, Donghyeon; Lee, Jinsu; et al, 2022 IEEE International Solid-State Circuits Conference, ISSCC 2022, pp.510 - 512, Institute of Electrical and Electronics Engineers Inc., 2022-02 |
| DT-CNN: Dilated and transposed convolution neural network accelerator for real-time image segmentation on mobile devices Im, Dongseok; Han, Donghyeon; Choi, Sungpill; Kang, Sanghoon; Yoo, Hoi-Jun, 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019, Institute of Electrical and Electronics Engineers Inc., 2019-05 |
| FlashMAC: An Energy-Efficient Analog-Digital Hybrid MAC with Variable Latency-Aware Scheduling Gweon, Surin; Kang, Sanghoon; Han, Donghyeon; Lee, Kyoung-Rog; Kim, Kwantae; Yoo, Hoi-Jun, 2021 IEEE Asian Solid-State Circuits Conference (A-SSCC), IEEE, 2021-11-07 |
| GANPU: A 135TFLOPS/W Multi-DNN Training Processor for GANs with Speculative Dual-Sparsity Exploitation Kang, Sanghoon; Yoo, Hoi-Jun; Han, Donghyeon; LEE, JUHYOUNG; lM,DONGSEOK; Kim, Sangyeob; Kim, Soyeon, IEEE International Solid-State Circuits Conference, ISSCC 2020, pp.140 - 142, Institute of Electrical and Electronics Engineers Inc., 2020-02-17 |
| GANPU: A Versatile Many-Core Processor for Training GAN on Mobile Devices with Speculative Dual-Sparsity Exploitation Kang, Sanghoon; Yoo, Hoi-Jun; Han, Donghyeon; LEE, JUHYOUNG; Im, DongSeok; Kim, Sangyeob; Kim, Soyeon; et al, Hot Chips: A Symposium on High Performance Chips, IEEE Technical Committee on Microprocessors and Microcomputers., 2020-08-16 |
| UNPU: A 50.6TOPS/W Energy-Efficient Unified Deep Neural-Network Accelerator with 1-to-16b Fully Variable Bit Precision
UNPU: A 50.6TOPS/W Energy-Efficient Unified Deep Neural-Network Accelerator with 1-to-16b Fully Variable Bit Precision Lee, Jinmook; Kim, Changhyeon; Kang, Sanghoon; Shin, Dongjoo; Kim, Sangyeob; Yoo, Hoi-Jun, IEEE Internatioal Solid-State Circuits Conference, IEEE Internatioal Solid-State Circuits Conference, 2018-02 |
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